tag:blogger.com,1999:blog-66744196340127704212024-03-05T07:11:17.069-08:00Belajar SPSS dan StatistikaUnknownnoreply@blogger.comBlogger67125tag:blogger.com,1999:blog-6674419634012770421.post-22256969783313939952012-12-01T07:34:00.003-08:002012-12-01T07:34:44.659-08:00Uji McNemar <div class="MsoNormal">
Untuk uji McNemar, nilai dari data harus dikategorikan. Atau
dengan kata lain uji McNemar mengunakan data nominal.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Sebagai contoh : Seorang guru SD ingin mengetahui apakah
pelajaran budi pekerti berpengarug tirhadap siswa. Untuk itu dilakukan
pendataan sikap sebelum pelajaran budi pekerti dan setelh pelajaran budi
pekerti. Penilaian dikategorakan menjadi 2, yaitu sopan dan tidak sopan.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Berikut adalah datanya :</div>
<div class="MsoNormal">
<br /></div>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; border: none;">
<tbody>
<tr style="height: 14.2pt;">
<td style="border: solid windowtext 1.0pt; height: 14.2pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
sikap_sebelum</div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; height: 14.2pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
sikap_sesudah</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
0</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
0</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
0</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
0</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
0</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
0</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
0</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172">
<div class="MsoNormal">
1</div>
</td>
</tr>
</tbody></table>
</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Kode yang digunakan adalah sebagai berikut :</div>
<div class="MsoNormal">
1 = sopan</div>
<div class="MsoNormal">
0 = tidak sopan </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Langkah – langkah untuk melaukan pengujiandengan McNemar
adalah sebagai berikut : </div>
<a name='more'></a><br />
<ol start="1" style="margin-top: 0cm;" type="1">
<li class="MsoNormal">Masukkan data tersebut pada SPSS. Pastikan melakukan
pengkodean untuk kategori data.Klik menu Analyze <span style="font-family: Wingdings;"><b>> </b></span>Nonparametric Tests <span style="font-family: Wingdings;">></span>
Legacy Dialogs <span style="font-family: Wingdings;">></span> Related Samples</li>
</ol>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-KttTTZVjRvc/UFml0YYDpeI/AAAAAAAACRg/ffzImWqX-s0/s288/image009.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://1.bp.blogspot.com/-KttTTZVjRvc/UFml0YYDpeI/AAAAAAAACRg/ffzImWqX-s0/s288/image009.jpg" /></a></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div align="center" class="MsoNormal" style="margin-left: 18.0pt; text-align: center;">
<br /></div>
<ol start="2" style="margin-top: 0cm;" type="1">
<li class="MsoNormal">Masukkan variabel nilai_sebelum ke kotak <i>Variable1</i>
. Masukkan variabel nilai_sesudah ke kotak <i>Variable2. </i> Pastikan
pilihan <b>McNemar</b> aktif</li>
</ol>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-AxBS07BThPc/UFml0cR_JKI/AAAAAAAACRk/JRbRLnJYgvU/s288/image010.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://4.bp.blogspot.com/-AxBS07BThPc/UFml0cR_JKI/AAAAAAAACRk/JRbRLnJYgvU/s288/image010.jpg" /></a></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<ol start="4" style="margin-top: 0cm;" type="1">
<li class="MsoNormal">Klik OK untuk proses selanjutnya</li>
</ol>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
Maka pada jendela ouput akan
muncul hasil sebagai berikut : </div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
Output 1</div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-7VAuWZT6zyY/UFml0p-KrNI/AAAAAAAACRs/iUIrWm3RstE/s288/image011.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="290" src="http://1.bp.blogspot.com/-7VAuWZT6zyY/UFml0p-KrNI/AAAAAAAACRs/iUIrWm3RstE/s400/image011.png" width="400" /></a></div>
<div align="center" class="MsoNormal" style="text-align: center;">
<br /></div>
<div align="center" class="MsoNormal" style="text-align: center;">
<br /></div>
<div class="MsoNormal">
Output pertama ini disajikan dalam bentuk tabel silang /
crosstab. Iniformasi yang diberikan berapa jumlah nilai data yang berubah.
Contoh : dari tabel silang dapat dilihat bahwa ada 6s buah data yang berubah
nilainya dari 0 ke 1 (tidak sopan ke sopan)</div>
<div align="center" class="MsoNormal" style="text-align: center;">
<br /></div>
<div class="MsoNormal">
Output 2</div>
<div class="MsoNormal">
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-tTCTUXhbytM/UFml1B55RrI/AAAAAAAACR0/_zT5BeHMbKc/s288/image012.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="320" src="http://1.bp.blogspot.com/-tTCTUXhbytM/UFml1B55RrI/AAAAAAAACR0/_zT5BeHMbKc/s320/image012.png" width="320" /></a></div>
<div align="center" class="MsoNormal" style="text-align: center;">
<b><br /></b></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Output ke 2 ini memberi informasi nilai sebagai dasar
pengambilan keputusan.</div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Untuk
menentukan </span></span>apakah s<span class="apple-style-span"><span style="color: #333333;">ikap siswa sebelum dan sesudah mengikuti kelas budi
pekerti adalah sama atau tidak ,pertama – tama kita membuat hipotesis sebagai
berikut : </span></span></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">H<sub>0
</sub>= Sikap siswa sebelum dan sesudah mengikuti kelas budi pekerti adalah
sama</span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">H<sub>1
</sub>= Sikap siswa sebelum dan sesudah mengikuti kelas budi pekerti adalah
tidak sama</span></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Syarat
H<sub>0 </sub>diterima atau tidak berdasarkan nilai probabilitas sebagai
berikut :</span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;"> </span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Apabila
probabilitas > 0.05 maka H<sub>0 </sub>diterima </span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Apabila
probabilitas < 0.05 maka H<sub>0</sub> <sub> </sub>ditolak</span></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Dari
hasil di atas pada baris Exact Sig terlihat bahwa nilai probabilitas 0.031.Maka
H<sub>0</sub> <sub> </sub>ditolak<sub>.</sub> (0.781 > 0.05) . Dengan
demikian keputusan yang diambil adalah H<sub>1</sub></span></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Jadi
: Sikap siswa sebelum dan sesudah mengikuti kelas budi pekerti adalah tidak
sama.</span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Dengan
kata lain pelajaran budi pekerti memberi pengaruh terhadap sikap siswa.</span></span></div>
<div class="MsoNormal">
<br /></div>
Unknownnoreply@blogger.com3tag:blogger.com,1999:blog-6674419634012770421.post-42296466960056655592012-12-01T07:29:00.001-08:002012-12-01T07:29:36.486-08:00Uji Tanda
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Uji Tanda mirip dengan uji Wilcoxon Signed Rank, hanya saja
tidak dilakukan pengurutan data.</div>
<div class="MsoNormal">
</div>
<div class="MsoNormal">
Contoh : Seorang guru TK ingin mengetahui, apakah ada
perbedaan nilai antara menjanjikan pemberian hadiah apabila nilai baik dengan
tanpa tanpa memberikan hadiah.. Berikut adalah data nilai sebelum menjanjikan
pemberian hadiah dan sesudah pemberiana hadiah ;</div>
<div class="MsoNormal">
<br /></div>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; border: none;">
<tbody>
<tr style="height: 14.25pt;">
<td style="border: solid windowtext 1.0pt; height: 14.25pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
nilai_sebelum</div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; height: 14.25pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
nilai_sesudah</div>
</td>
</tr>
<tr style="height: 15.1pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
60</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
70</div>
</td>
</tr>
<tr style="height: 15.1pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
58</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
66</div>
</td>
</tr>
<tr style="height: 15.1pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
79</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
80</div>
</td>
</tr>
<tr style="height: 15.1pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
75</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
81</div>
</td>
</tr>
<tr style="height: 15.1pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
65</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
67</div>
</td>
</tr>
<tr style="height: 15.1pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
89</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
88</div>
</td>
</tr>
<tr style="height: 15.1pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
76</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
77</div>
</td>
</tr>
<tr style="height: 15.1pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
88</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
80</div>
</td>
</tr>
<tr style="height: 15.1pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
67</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
69</div>
</td>
</tr>
<tr style="height: 15.1pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
50</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.1pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 109.65pt;" valign="top" width="146">
<div class="MsoNormal">
60</div>
</td>
</tr>
</tbody></table>
</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Untuk melakukan analisa dengan uji tanda, berikut adalah
langkah – langkahnya : </div>
<a name='more'></a><br />
<div class="MsoNormal">
<br /></div>
1. Masukkan data tersebut pada SPSS. Klik menu Analyze <span style="font-family: Wingdings;"><b>></b></span> Nonparametric Tests <span style="font-family: Wingdings;">></span> Legacy Dialogs <span style="font-family: Wingdings;">></span> Related Samples <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-qme8JTfejnI/UFmlzMsZ-HI/AAAAAAAACRE/pLB6l33V73w/s288/image005.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-qme8JTfejnI/UFmlzMsZ-HI/AAAAAAAACRE/pLB6l33V73w/s288/image005.jpg" /></a></div>
<br />2. Masukkan variabel nilai_sebelum ke kotak <i>Variable1</i>
. Masukkan variabel nilai_sesudah ke kotak <i>Variable2. </i> Pastikan
pilihan Wilcoxon aktif<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEibfK0SgaMlHDGWvJsQCxW2r1XCJJ9nXv1XRsi63DAy7RzpJWZSogpa7zCedn6Gcje_goqjm9SA9KjEGUgB-zEKCqNOQCWNzfo8SWPNFITsvJ7U9X0BjVZ1FOQ_iccY_K8fjeDx7-bnAiAO/s288/image006.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEibfK0SgaMlHDGWvJsQCxW2r1XCJJ9nXv1XRsi63DAy7RzpJWZSogpa7zCedn6Gcje_goqjm9SA9KjEGUgB-zEKCqNOQCWNzfo8SWPNFITsvJ7U9X0BjVZ1FOQ_iccY_K8fjeDx7-bnAiAO/s288/image006.jpg" /></a></div>
<br /><b> </b><br />3. Klik OK untuk proses selanjutnya
<br />
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
Maka pada jendela ouput akan
muncul hasil sebagai berikut : </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Output 1</div>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-FeyERl3eKgo/UFmlzn9Y0uI/AAAAAAAACRQ/xdHg0WOLUxc/s288/image007.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-FeyERl3eKgo/UFmlzn9Y0uI/AAAAAAAACRQ/xdHg0WOLUxc/s288/image007.png" /></a></div>
<div class="MsoNormal">
<br /></div>
<div align="center" class="MsoNormal" style="text-align: center;">
</div>
<div align="center" class="MsoNormal" style="text-align: center;">
<br /></div>
<div class="MsoNormal">
Negative Differences menyatakan banyaknya nilai variabel
sesudah yang lebih kecil daripada variabel sebelum. Positive Differrences
menyatakan banyaknya nilai variabel sesudah yang lebih besar daripada variabel
sebelum. Ties menyatakan banyaknya nilai variabel sesudah sama besar nilainya
dengan variabel sebelum.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Output 2 </div>
<div align="center" class="MsoNormal" style="text-align: center;">
<b></b></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-6iT69vM3CYk/UFmlz6ow9lI/AAAAAAAACRU/kjUhOZ04Xdw/s288/image008.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="225" src="http://2.bp.blogspot.com/-6iT69vM3CYk/UFmlz6ow9lI/AAAAAAAACRU/kjUhOZ04Xdw/s400/image008.png" width="400" /></a></div>
<div align="center" class="MsoNormal" style="text-align: center;">
<br /></div>
<div class="MsoNormal">
Pada output ke-2 ini memberikan informasi nilai sebagai
dasar pengambilan keputusan</div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Untuk
menentukan </span></span>apakah <span class="apple-style-span"><span style="color: #333333;">urutan antrian tiket berdasar kelamin acak.atau tidak
,pertama – tama kita membuat hipotesis sebagai berikut : </span></span></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">H<sub>0
</sub>= Nilai sebelum dan sesudah menjanjikan pemberian hadiah adalah sama</span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">H<sub>1
</sub>= Nilai sebelum dan sesudah menjanjikan pemberian hadiah adalah tidak
sama</span></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Syarat
H<sub>0 </sub>diterima atau tidak berdasarkan nilai probabilitas sebagai
berikut :</span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;"> </span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Apabila
probabilitas > 0.05 maka H<sub>0 </sub>diterima </span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Apabila
probabilitas < 0.05 maka H<sub>0</sub> <sub> </sub>ditolak</span></span></div>
<div class="MsoNormal">
<b> </b></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Dari
hasil di atas pada baris Exact Sig terlihat bahwa nilai probabilitas 0.02.Maka
H<sub>0</sub> <sub> </sub>ditolak (0.02 < 0.05) Dengan demikian keputusan
yang diambil adalah H<sub>1</sub> .</span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Jadi
: Nilai sebelum dan sesudah menjanjikan pemberian hadiah adalah tidak sama.
Atau dengan kata lain pemberian hadiah berpengaruh terhadap nilai murid. </span></span></div>
Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-48418324748638394162012-12-01T07:23:00.000-08:002015-02-02T22:31:28.626-08:00Uji Wilcoxon Signed Rank <br />
<div class="MsoNormal">
Uji Wilcoxon Signed Rank sama dengan uji t 2 sampel
berpasangan , namun ditujukan untuk distribusi data yang tidak normal atau
parameter – parameter statistik tidak diketahui. Secara teori, pada uji ini
dilakukan pengurutan (ranking) data terlebih dahulu. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Contoh : Untuk menguji apakah obat kuat berpengaruh terhadap
kekuatan seseorang berlari mengitari stdaion. Sejumlah sukarelawan mengitari
stadion tanpa minum suplemen sebelumnya, Beberapa hari kemudian sukarelawan
yang sama, dengan meminum obata kuat berlari mengitari stadion </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Berikut adalah datanya :</div>
<div class="MsoNormal">
<br /></div>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; border: none;">
<tbody>
<tr style="height: 14.2pt;">
<td style="border: solid windowtext 1.0pt; height: 14.2pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
sebelum</div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; height: 14.2pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
sesudah</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
5</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
6</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
4</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
6</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
6</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
5</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
1</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
3</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
2</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
2</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
3</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
5</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
4</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
7</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
2</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
2</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
10</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
8</div>
</td>
</tr>
<tr style="height: 15.0pt;">
<td style="border-top: none; border: solid windowtext 1.0pt; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
5</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; height: 15.0pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 128.95pt;" valign="top" width="172"><div class="MsoNormal">
10</div>
</td>
</tr>
</tbody></table>
</div>
<div class="MsoNormal">
</div>
<div class="MsoNormal">
Lngkah – langkah ntuk melakukan analisa Wilcoxon Signed Rank
adalah sebagai berikut :</div>
<a name='more'></a><br />
<ol start="1" style="margin-top: 0cm;" type="1">
<li class="MsoNormal">Masukkan data tersebut pada SPSS</li>
<li class="MsoNormal">Klik menu Analyze <span style="font-family: Wingdings;"><b>></b></span>
Nonparametric Tests <span style="font-family: Wingdings;">></span> Legacy
Dialogs <span style="font-family: Wingdings;">></span> Related Samples</li>
</ol>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-UkxRrYo_pow/UFmlyYTDxxI/AAAAAAAACQ0/evnMW0qVsZ0/s288/image001.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-UkxRrYo_pow/UFmlyYTDxxI/AAAAAAAACQ0/evnMW0qVsZ0/s400/image001.png" height="188" width="400" /></a></div>
<div align="center" class="MsoNormal" style="margin-left: 18.0pt; text-align: center;">
<br /></div>
<ol start="3" style="margin-top: 0cm;" type="1">
<li class="MsoNormal">Masukkan variabel sebelum ke kotak <i>Variable1</i> .
Masukkan variabel sesudah ke kotak <i>Variable2. </i> Pastikan pilihan
Wilcoxon aktif. </li>
</ol>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-VFE_uRbGx-4/UFmlyVvMdeI/AAAAAAAACQw/BodGXpD1kwE/s288/image002.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://3.bp.blogspot.com/-VFE_uRbGx-4/UFmlyVvMdeI/AAAAAAAACQw/BodGXpD1kwE/s400/image002.jpg" height="236" width="400" /></a></div>
<div align="center" class="MsoNormal" style="margin-left: 18.0pt; text-align: center;">
<br /></div>
<ol start="4" style="margin-top: 0cm;" type="1">
<li class="MsoNormal">Klik OK untuk proses selanjutnya</li>
</ol>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
Maka pada jendela ouput akan
muncul hasil sebagai berikut : </div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal">
Output 1.</div>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-ucEfyt-poCk/UFmlyewD7gI/AAAAAAAACQs/-46mxf3BzzU/s288/image003.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-ucEfyt-poCk/UFmlyewD7gI/AAAAAAAACQs/-46mxf3BzzU/s320/image003.jpg" height="160" width="320" /></a></div>
<div align="center" class="MsoNormal" style="text-align: center;">
<br /></div>
<div class="MsoNormal">
Pada output pertama ini memberikan informasi mengenai
banyaknya nilai data yang diproses. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Negative ranks menyatakan jumlah data nilai variabel
sesudah lebih kecil daripada nilai variabel sebelum. Positive ranks menyatakan
jumlah data nilai variabel sesudah lebih besar daripada nilai variabel
sebelum.</div>
<div class="MsoNormal">
Ties menyatakan jumlah data nilai variabel mempunyai nilai variabel
sama dengan variabel sebelum.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Output 2</div>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-1Y7_jEdSmIM/UFmly1rsBXI/AAAAAAAACQ8/se4dRarijJc/s288/image004.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://1.bp.blogspot.com/-1Y7_jEdSmIM/UFmly1rsBXI/AAAAAAAACQ8/se4dRarijJc/s400/image004.jpg" height="229" width="400" /></a></div>
<br />
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Pada output ke-2 ini memberikan nilai sebagai dasar
pengambilan keputusan</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Untuk
menentukan </span></span>apakah k<span class="apple-style-span"><span style="color: #333333;">ekuatan berlari sesorang sebelum dan sesudah minum obat
kuat sama atau tidak ,pertama – tama kita membuat hipotesis sebagai berikut : </span></span></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">H<sub>0
</sub>= Kekuatan berlari sesorang sebelum dan sesudah minum obat kuat adalah
sama.</span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">H<sub>1
</sub>= Kekuatan berlari sesorang sebelum dan sesudah minum obat kuat tidak
sama.</span></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Syarat
H<sub>0 </sub>diterima atau tidak berdasarkan nilai probabilitas sebagai
berikut :</span></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Apabila
probabilitas > 0.05 maka H<sub>0 </sub>diterima </span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Apabila
probabilitas < 0.05 maka H<sub>0</sub> <sub> </sub>ditolak</span></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Dari
hasil di atas pada baris Asymp Sig terlihat bahwa nilai probabilitas 0.088.Maka
keputusan yang diambil adalah H<sub>0.</sub> (0.088 > 0.05) </span></span></div>
<div class="MsoNormal">
<span class="apple-style-span"><span style="color: #333333;">Jadi
: Kekuatan berlari sesorang sebelum dan sesudah minum obat kuat adalah sama.</span></span></div>
Unknownnoreply@blogger.com8tag:blogger.com,1999:blog-6674419634012770421.post-49684585942382985862012-12-01T07:16:00.001-08:002012-12-01T07:16:49.756-08:00Statistik Non Parametrik Dua Sampel Berpasangan<div class="MsoNormal">
<b>Statistik Non Parametrik Dua Sampel Berpasangan</b></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Pada statsitik parametrik, untuk sampel berpasangan kita
bisa menggunakan uji t dua sampel berpasangan atau uji z. Maka pada statistik
non paramaetrik terdapat beberapa metode yang dapat digunakan untuk dua sampel
berpasangan. </div>
<div class="MsoNormal">
Metode tersebut antara lain uji Wilcoxon Signed Rank, uji
Tanda dan uji McNemar.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Untuk mengingatkan kembali, 2 sampel bebas / berhubungan
maksudnya digunakan satu buah sampel yang diberi perlakukan tertentu.
Pengambilan data dilakukan sebelum dan sesudah memberi perlakuan (pendataan
dilakukan dua kali). </div>
Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-63638123643217760512012-09-30T10:46:00.001-07:002012-12-01T19:46:46.174-08:00Korelasi Spearman<div class="MsoNormal">
Korelasi Spearman mirip dengan regresi, namun ditujukan untuk statistik nin parametrik.<o:p></o:p></div>
<div class="MsoNormal">
Korelasi Spearman menunjukkan hubungan sebab akibat. <o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Contoh : Perusahaan ingin mengetahui hubungan antara jam_lembur dan prestasi dari karyawan. Untuk itu dilakukan pendataan jam lembur karyawan dan prestasi yangdihasilkan. Dan didapat data sebagai berikut :<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-bottom: medium none; border-collapse: collapse; border-left: medium none; border-right: medium none; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 480;"> <tbody>
<tr style="height: 13.1pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 13.1pt; mso-border-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
jam_lembur<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
skor_prestasi<o:p></o:p></div>
</td></tr>
<tr style="height: 13.1pt; mso-yfti-irow: 1;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
24<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
3.6<o:p></o:p></div>
</td></tr>
<tr style="height: 13.1pt; mso-yfti-irow: 2;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
17<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
2.0<o:p></o:p></div>
</td></tr>
<tr style="height: 13.1pt; mso-yfti-irow: 3;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
20<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
2.7<o:p></o:p></div>
</td></tr>
<tr style="height: 13.1pt; mso-yfti-irow: 4;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
41<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
3.6<o:p></o:p></div>
</td></tr>
<tr style="height: 13.1pt; mso-yfti-irow: 5;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
52<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
3.7<o:p></o:p></div>
</td></tr>
<tr style="height: 13.1pt; mso-yfti-irow: 6;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
23<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
3.1<o:p></o:p></div>
</td></tr>
<tr style="height: 13.1pt; mso-yfti-irow: 7;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
46<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
3.8<o:p></o:p></div>
</td></tr>
<tr style="height: 13.8pt; mso-yfti-irow: 8;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.8pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
17<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
2.5<o:p></o:p></div>
</td></tr>
<tr style="height: 13.1pt; mso-yfti-irow: 9;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
15<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
2.1<o:p></o:p></div>
</td></tr>
<tr style="height: 13.1pt; mso-yfti-irow: 10; mso-yfti-lastrow: yes;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
29<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.1pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 88.65pt;" valign="top" width="118"><div class="MsoNormal">
3.3<o:p></o:p></div>
</td></tr>
</tbody></table>
</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Langkah – langkah melakukan uji Korelasi Spearman adalah sebagai berikut :</div>
<a name='more'></a><br />
1. Masukkan data di atas pada SPSS. <br />2. Klik menu Analyze > Correlate > Bivariate<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-tatFpFbj_RQ/UFmmUq6Ab7I/AAAAAAAACXY/xvPDON1_waY/s288/image001.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="275" src="http://2.bp.blogspot.com/-tatFpFbj_RQ/UFmmUq6Ab7I/AAAAAAAACXY/xvPDON1_waY/s400/image001.jpg" width="400" /></a></div>
<br />
3. Pada kotak dialog yang muncul masukkan variabel jam_lembur dan skor_prestasi pada kotak Variables. Pastikan pilihan Spearman aktif.<br />
<br />
<br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-ZF3LmGIBdEM/UFmmVhbDuOI/AAAAAAAACXs/xvXb_8rN23w/s288/image004.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="347" src="http://2.bp.blogspot.com/-ZF3LmGIBdEM/UFmmVhbDuOI/AAAAAAAACXs/xvXb_8rN23w/s400/image004.jpg" width="400" /></a></div>
<br />4. Klik OK untuk melakukan analisa <br />
Ada tidaknya korelasi dapat dilihat dari nilai probabilitas yang tercantum pada baris Sig. Untuk korelasi, syarat ada tidaknya korelasi adalah sebagai berikut : <br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-Vr6Mj1vsVBI/UFmmVvojHQI/AAAAAAAACX0/mGzzAjA012g/s288/image005.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="161" src="http://3.bp.blogspot.com/-Vr6Mj1vsVBI/UFmmVvojHQI/AAAAAAAACX0/mGzzAjA012g/s400/image005.jpg" width="400" /></a></div>
<br />
Apabila probabilitas > 0.025 maka tidak ada korelasi. <br />Apabila probabilitas < 0.025 maka antar variabel terdapat korelasi. <br />
<br />
Pada contoh di atas nilai probabilitas yang dihasilkan adalah 0.00. Maka jam_lembur dan skor_prestasi mempunyai korelasi (0.00 < 0.025) <br />
<br />
Hubungan sebab akibat ditunjukkan dengan tanda positif atau negatif dari koefisien korelas. Dari hasil di atas dapat dilihat bahwa koefisien korelasi antara jam_lembur dan skor_prestasi adalah 0.945 (tanda positif) <br />
Hal ini berarti semakin tinggi jam lembur, maka skor prestasi juga semakin meningkat. <br />
<div class="MsoNormal">
<br /></div>
<br />
<br />
<br />
<br />
<br />
<br />
Unknownnoreply@blogger.com8tag:blogger.com,1999:blog-6674419634012770421.post-68323156305830146092012-09-30T10:44:00.001-07:002012-12-01T19:38:27.699-08:00Korelasi Kendall<div class="MsoNormal">
Korelasi Kendall merupakan pengganti korelasi Pearson untuk statistik non parametrik<o:p></o:p></div>
<div class="MsoNormal">
Korelasi Kendall bertujuan untuk emngetahui ada tidaknya korelasi antar variabel yang diuji.<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Contoh : Untuk mengetahui ada korelasi atau tidak antara<span style="mso-spacerun: yes;"> </span>penilaian 2 juri tinju tiap ronde, maka dilakukan pendataan nilai skor. Dan didapat data sebagai berikut :<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-bottom: medium none; border-collapse: collapse; border-left: medium none; border-right: medium none; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 480;"> <tbody>
<tr style="height: 12.75pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 12.75pt; mso-border-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
Juri_1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
Juri_2<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 1;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
80<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
70<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 2;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
70<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
60<o:p></o:p></div>
</td></tr>
<tr style="height: 13.45pt; mso-yfti-irow: 3;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.45pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
90<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.45pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
80<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 4;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
60<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
60<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 5;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
40<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
40<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 6;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
50<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
60<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 7;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
80<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
80<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 8;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
70<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
70<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 9;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
90<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
60<o:p></o:p></div>
</td></tr>
<tr style="height: 13.45pt; mso-yfti-irow: 10; mso-yfti-lastrow: yes;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.45pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
90<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.45pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 124.75pt;" valign="top" width="166"><div class="MsoNormal">
70<o:p></o:p></div>
</td></tr>
</tbody></table>
</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Langkah – langkah melakukan uji Korelasi Kendall adalah sebagai berikut :</div>
<a name='more'></a><br />
1. Masukkan data di atas pada SPSS. <br />2. Klik menu Analyze > Correlate > Bivariate <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-tatFpFbj_RQ/UFmmUq6Ab7I/AAAAAAAACXY/xvPDON1_waY/s288/image001.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="275" src="http://2.bp.blogspot.com/-tatFpFbj_RQ/UFmmUq6Ab7I/AAAAAAAACXY/xvPDON1_waY/s400/image001.jpg" width="400" /></a></div>
<br />3. Pada kotak dialog yang muncul, masukkan variabel juri_1 dan juri_2 pada kotak Variables. Pastikan pilihan Kendall aktif. <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-ohU2yJXsy9s/UFmmUvPTeOI/AAAAAAAACXc/F-5LuvBMtxE/s288/image002.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="347" src="http://2.bp.blogspot.com/-ohU2yJXsy9s/UFmmUvPTeOI/AAAAAAAACXc/F-5LuvBMtxE/s400/image002.jpg" width="400" /></a></div>
<br /><br />
4. Klik OK untuk melakukan analisa. <br />
Maka pada jendela output akan muncul hasil sebagai berikut. <br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-9fIE2aHnIHE/UFmmUgX3qfI/AAAAAAAACXU/J_tam9wZlBE/s288/image003.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="176" src="http://4.bp.blogspot.com/-9fIE2aHnIHE/UFmmUgX3qfI/AAAAAAAACXU/J_tam9wZlBE/s400/image003.png" width="400" /></a></div>
<br />
.Ada tidaknya korelasi dapat dilihat dari nilai probabilitas yang tercantum pada baris Sig. Untuk korelasi, syarat ada tidaknya korelasi adalah sebagai berikut : <br />
Apabila probabilitas > 0.025 maka tidak ada korelasi. <br />Apabila probabilitas < 0.025 maka antar variabel terdapat korelasi. <br />
<br />
Pada contoh di atas nilai probabilitas yang dihasilkan adalah 0.03. Maka penilaian juri_1 dan juri 2 tidak ada korelasi (0.034 > 0.025) <br />
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Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-44276698345862674582012-09-30T10:41:00.001-07:002012-12-01T19:29:06.720-08:00Uji MedianUji Median akan melengkapi uji Kruskalls Wallis. Uji Median akan menguji apakah beberapa variabel yang diuji mempunyai median (titik tengah) yang sama atau tidak. Sebagai contoh, kita akan menggunakan data yang sama dengan data yang digunakan pada uji Kruskalls Wallis. <br />
Berikut langkah – langkah untuk melakukan uji Median : <br />
<a name='more'></a><br />
1. Klik menu Analyze > Nonparametric Tests > Legacy Dialogs > K Independent Samples..<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-lcluNPEVeGU/UFmmN7rg6uI/AAAAAAAACWc/mUQh1K8EcLA/s288/image007.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="165" src="http://2.bp.blogspot.com/-lcluNPEVeGU/UFmmN7rg6uI/AAAAAAAACWc/mUQh1K8EcLA/s400/image007.jpg" width="400" /></a></div>
<br />2. Pada kotak dialog yang mncul, masukkan variabel penjualan ke kotak Test Variable List. Karena kita mengelmpokkan kategori berdasar merk, masukkan variabel merk ke kotak Grouping Variable. Pastikan pilihan Median aktif.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-gOpPw97AE-E/UFmmONOQBAI/AAAAAAAACWk/jUkR84-JwLE/s288/image008.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="305" src="http://3.bp.blogspot.com/-gOpPw97AE-E/UFmmONOQBAI/AAAAAAAACWk/jUkR84-JwLE/s400/image008.jpg" width="400" /></a></div>
<br />
3. Klik menu Define Range. <br />Pada kotak Minimum masukkan angka 1.<br />Pada kotak Minimum masukkan angka 3 (jumlah variabel kategori)<br />Klik Continue.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-truE0cUJ-4Y/UFmmOpYmzkI/AAAAAAAACWs/k_LPa_gSj_8/s288/image009.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="309" src="http://1.bp.blogspot.com/-truE0cUJ-4Y/UFmmOpYmzkI/AAAAAAAACWs/k_LPa_gSj_8/s400/image009.png" width="400" /></a></div>
<br />
<br />
<br />
<br />4. Klik OK untuk melakukan analisa. <br />
Maka pada jendela output akan muncul hasil sebagai berikut<br /><br />
Output 1 <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-163A9hKevC4/UFmmOplahaI/AAAAAAAACWw/1XcS5LXne-o/s288/image010.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="112" src="http://3.bp.blogspot.com/-163A9hKevC4/UFmmOplahaI/AAAAAAAACWw/1XcS5LXne-o/s400/image010.png" width="400" /></a></div>
<br />
Output pertama ini menunjukkan informasi mengenai banyaknya data yang diolah untuk masing – masing variabel. Banyaknya data yang disajikan berdasarkan median, yaitu data yang nilanya > median dan data yanga nilainya <= median <br />
<br />
Output 2<br /><br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-3B3QA_x56pI/UFmmPJbiZVI/AAAAAAAACW8/BGWFTDRCMbM/s288/image011.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://1.bp.blogspot.com/-3B3QA_x56pI/UFmmPJbiZVI/AAAAAAAACW8/BGWFTDRCMbM/s288/image011.jpg" /></a></div>
<br />
Output ke 2 ini memberikan informasi nilai sebagai dasar pengambil keputusan. <br /><br />
Untuk menentukan apakah tingkat penjualan setiap bulan dari 3 merek barang sama.atau tidak , pertama – tama kita membuat hipotesis sebagai berikut : <br />
H0 = Tingkat penjualan setiap bulan dari 3 merek mempunyai median (titik tengah) yang sama. <br />H1 = Tingkat penjualan setiap bulan dari 3 merek mempunyai median (titik tengah) yang tidak sama. <br />
<br />
Syarat H0 diterima atau tidak berdasarkan nilai probabilitas sebagai berikut : <br />
Apabila probabilitas > 0.05 maka H0 diterima <br />Apabila probabilitas < 0.05 maka H0 ditolak <br />
<br />
Dari hasil di atas pada baris Asymp Sig terlihat bahwa nilai probabilitas 0.031.Maka H0 ditolak (0.031 < 0.05) . Dengan demikian keputusan yang diambil adalah <br />Jadi : Tingkat penjualan setiap bulan dari 3 merek mempunyai median (titik tengah) yang tidak sama. <br />
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Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-34029021118983000822012-09-30T10:40:00.001-07:002012-12-01T19:23:13.310-08:00Uji Kruskall Wallis<div class="MsoNormal" style="text-align: justify;">
Uji Kruskall Wallis merupakan pungujian yang mirip dengan ANOVA.<o:p></o:p></div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
Contoh :<o:p></o:p></div>
<div class="MsoNormal" style="text-align: justify;">
Suatu penelitian dilakukan untuk mengetahui apakah ada perbedaan antara tingkat penjualan (unit) setiap bulan dari 3 merek barang yang berbeda. Berikut adalah data penjualan 5 bulan terakhir.<span style="font-size: 5pt; mso-bidi-font-size: 12.0pt;"><o:p></o:p></span></div>
<div class="MsoNormal">
<br /></div>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-bottom: medium none; border-collapse: collapse; border-left: medium none; border-right: medium none; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 480; width: 210px;"> <tbody>
<tr style="height: 17.4pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 17.4pt; mso-border-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
merk<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 17.4pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
tingkat_penjualan<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 1;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
165<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 2;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
98<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 3;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
130<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 4;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
210<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 5;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
195<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 6;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
2<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
120<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 7;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
2<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
115<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 8;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
2<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
90<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 9;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
2<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
126<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 10;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
2<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
107<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 11;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
3<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
140<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 12;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
3<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
156<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 13;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
3<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
220<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 14;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
3<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
112<o:p></o:p></div>
</td></tr>
<tr style="height: 18.35pt; mso-yfti-irow: 15; mso-yfti-lastrow: yes;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 56.5pt;" valign="top" width="75"><div class="MsoNormal">
3<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 18.35pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 101.2pt;" valign="top" width="135"><div class="MsoNormal">
142<o:p></o:p></div>
</td></tr>
</tbody></table>
</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Kode merk<o:p></o:p></div>
<div class="MsoNormal">
1 : merk_oke<o:p></o:p></div>
<div class="MsoNormal">
2 : merk_bagus<o:p></o:p></div>
<div class="MsoNormal">
3 : merk_mantap </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal" style="tab-stops: 108.75pt;">
Berikut langkah – langkah untuk melakukan uji <span style="mso-spacerun: yes;"> </span>Kruskall Walss : </div>
<div class="MsoNormal" style="tab-stops: 108.75pt;">
</div>
<a name='more'></a><br />
1. Masukkan data di atas pada SPSS. Pastikan melakukan pengkodean untuk kategori data.<br /><br />
2. Klik menu Analyze > Nonparametric Tests > Legacy Dialogs > K Independent Samples..<br /><br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-Sb69nEwd4dE/UFmmMKK7k4I/AAAAAAAACWA/T1Hm4x9OCIo/s288/image001.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="165" src="http://2.bp.blogspot.com/-Sb69nEwd4dE/UFmmMKK7k4I/AAAAAAAACWA/T1Hm4x9OCIo/s400/image001.jpg" width="400" /></a></div>
<br />
<br />
3. Pada kotak dialog yang mncul, masukkan variabel penjualan ke kotak Test Variable List. Karena kita mengelmpokkan kategori berdasar merk, masukkan variabel merk ke kotak Grouping Variable. Pastikan pilihan Kruskal Wallis aktif. <br /><br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-TIDA_kACtno/UFmmMKnKd3I/AAAAAAAACV8/5F35sPLDvtc/s288/image002.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://3.bp.blogspot.com/-TIDA_kACtno/UFmmMKnKd3I/AAAAAAAACV8/5F35sPLDvtc/s288/image002.png" /></a></div>
4. Klik menu Define Range. <br />Pada kotak Minimum masukkan angka 1.<br />Pada kotak Minimum masukkan angka 3 (jumlah variabel kategori)<br />Klik Continue.<br /><br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-ypfzubG5n9Y/UFmmM8Zn6uI/AAAAAAAACWI/Qx3AU9XU7tE/s288/image004.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://1.bp.blogspot.com/-ypfzubG5n9Y/UFmmM8Zn6uI/AAAAAAAACWI/Qx3AU9XU7tE/s288/image004.png" /></a></div>
<br />
<br />
5. Klik OK untuk melakukan analisa Kruskal Wallis. <br />
<br />
Maka pada jendela output akan muncul hasil sebagai berikut. <br />
<br />
Output 1<br /><br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-DBcbZuI2K-o/UFmmNNlWjZI/AAAAAAAACWM/myvJXAVd1Bk/s288/image005.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-DBcbZuI2K-o/UFmmNNlWjZI/AAAAAAAACWM/myvJXAVd1Bk/s288/image005.jpg" /></a></div>
<br />
<br />
Output pertama ini menunjukkan informasi mengenai banyaknya data yang diolah untuk masing – masing variabel <br />
<br />
Output 2<br /><br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-VRYfsdLAnrA/UFmmNVRhAPI/AAAAAAAACWU/ONl6BEWuPy8/s288/image006.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="400" src="http://1.bp.blogspot.com/-VRYfsdLAnrA/UFmmNVRhAPI/AAAAAAAACWU/ONl6BEWuPy8/s400/image006.png" width="365" /></a></div>
<br />
Output ke 2 ini memberikan informasi nilai sebagai dasar pengambil keputusan. <br /><br />
Untuk menentukan apakah tingkat penjualan setiap bulan dari 3 merek barang sama.atau tidak , pertama – tama kita membuat hipotesis sebagai berikut : <br />
H0 = Tingkat penjualan setiap bulan dari 3 merek barang sama<br />H1 = Tingkat penjualan setiap bulan dari 3 merek barang tidak sama <br />
<br />
Syarat H0 diterima atau tidak berdasarkan nilai probabilitas sebagai berikut : <br />
Apabila probabilitas > 0.05 maka H0 diterima <br />Apabila probabilitas < 0.05 maka H0 ditolak <br />
<br />
Dari hasil di atas pada baris Asymp Sig terlihat bahwa nilai probabilitas 0.088.Maka keputusan yang diambil adalah H0. (0.15 > 0.05) <br />Jadi : Tingkat penjualan setiap bulan dari 3 merek barang sama<br />
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Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-69582115499211673192012-09-30T10:36:00.001-07:002012-12-01T18:39:06.244-08:00Uji Wald-WolfowitzSalah satu alternatif uji dua sampel bebas pada statistik non parametrik adalah uji Wald Wolfowitz. Kita akan melakukan pengujian dengan menggunakan data yang sama seperti pada pengujian Mann – Whitney <br />
Langkah – langkah melakukan uji Wald Wolfowitz adalah sebagai berikut : <br />
<a name='more'></a><br />
1. Klik menu Analyze > Nonparametric Tests > Legacy Dialogs > 2 Independent <br /> Samples…<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-D_WGnJLGFOs/UFml8ZKemEI/AAAAAAAACSw/xPef6aNoaMo/s288/image007.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="143" src="http://4.bp.blogspot.com/-D_WGnJLGFOs/UFml8ZKemEI/AAAAAAAACSw/xPef6aNoaMo/s400/image007.jpg" width="400" /></a></div>
<br />
2. Pada kotak dialog yang muncul , masukkan variabel uang_belanja pada kotak Test Variabel List. Masukkan variabel jenis_kelamin pada kotak Grouping Variable.<br /> Pastikan pilihan Wald-Wolfowitz aktif.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-iIrG4MWytiw/UFml9aWORlI/AAAAAAAACTQ/iYmSUxgtjng/s288/image012.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-iIrG4MWytiw/UFml9aWORlI/AAAAAAAACTQ/iYmSUxgtjng/s288/image012.jpg" /></a></div>
<br />
3. Klik tombol Define Groups. Pada kotak Group 1, masukkan angka 1 untuk wanita.<br />
Pada kotak Group 2, masukkan angka 2 untuk pria. Klik Continue<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-RteJP8dM6l0/UFml8tNzYGI/AAAAAAAACS8/oWAGMDSmZOA/s288/image009.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://4.bp.blogspot.com/-RteJP8dM6l0/UFml8tNzYGI/AAAAAAAACS8/oWAGMDSmZOA/s288/image009.png" /></a></div>
<br />
4. Klik OK untuk melakukan analisa. <br />
Maka pada jendela output akan muncul hasil analisa sebagai berikut. <br />
Output 1<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-LyQm1Z-twv4/UFml9rSLjqI/AAAAAAAACTY/6DNe7fuZt58/s288/image013.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://1.bp.blogspot.com/-LyQm1Z-twv4/UFml9rSLjqI/AAAAAAAACTY/6DNe7fuZt58/s288/image013.png" /></a></div>
<br />Output pertama ini menunjukkan informasi mengenai banyaknya data yang diolah untuk masing – masing variabel. <br />
<br />
Output 2<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-lZYXXI77zZc/UFml-AT-O4I/AAAAAAAACTg/k4LqJ5qm7GU/s288/image014.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://1.bp.blogspot.com/-lZYXXI77zZc/UFml-AT-O4I/AAAAAAAACTg/k4LqJ5qm7GU/s288/image014.png" /></a></div>
<br />
Pada output ke-2 ini memberikan informasi nilai sebagai dasar pengambilan keputusan <br />
<br />
Untuk menentukan apakah ada perbedaan anggaran belanja perawatan tubuh pria dan wanita per bulan , pertama – tama kita membuat hipotesis sebagai berikut : <br />
<br />
H0 = Anggaran belanja perawatan tubuh pria dan wanita per bulan adalah sama.<br />H1 = Anggaran belanja perawatan tubuh pria dan wanita per bulan tidak sama. <br />
<br />
Syarat H0 diterima atau tidak berdasarkan nilai probabilitas sebagai berikut : <br />
Apabila probabilitas > 0.05 maka H0 diterima <br />Apabila probabilitas < 0.05 maka H0 ditolak <br />
<br />
Dari hasil di atas pada kolom Exact Sig terlihat bahwa nilai probabilitas pada baris Minimum Possible = 0.516 dan pada baris Maximum Possible = 0.667. Kedua nilai probabilitas tersebut lebih besar dari 0.05.<br />
<br />
Maka keputusan yang diambil adalah H0. <br />
Jadi : Anggaran belanja perawatan tubuh pria dan wanita per bulan adalah sama. <br />
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Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-41713220326982544282012-09-30T10:35:00.001-07:002012-12-01T07:52:07.203-08:00Kolmogorov SmirnovSelain menggunakan uji Mann Whitney, pengujian untuk 2 sampel bebas pada statistik non parametrik juga bisa dilakuakn dengan menggunakan uji Kolmogorov Smirnov. <br />
Uji menggunakan Kolmogorov Smirnov juga bisa dilakukan untuk satu sampel (sudah kita bahas sebelumnya)<br />
<br />
Kita akan melakukan pengujian dengan menggunakan data yang sama seperti pada pengujian Mann – Whitney .Langkah – langkah melakukan uji Kolmogorov Smirnov adalah sebagai berikut :<br />
<br />
<a name='more'></a><br />
1. Klik menu Analyze > Nonparametric Tests > Legacy Dialogs > 2 Independent Samples…<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-D_WGnJLGFOs/UFml8ZKemEI/AAAAAAAACSw/xPef6aNoaMo/s288/image007.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="143" src="http://4.bp.blogspot.com/-D_WGnJLGFOs/UFml8ZKemEI/AAAAAAAACSw/xPef6aNoaMo/s400/image007.jpg" width="400" /></a></div>
<br />2. Pada kotak dialog yang muncul , masukkan variabel uang_belanja pada kotak Test Variabel List. Masukkan variabel jenis_kelamin pada kotak Grouping Variable. Pastikan pilihan Kolmogorov-Smirnov aktif.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-_0Z9oH767CU/UFml8bRTE-I/AAAAAAAACS0/2OY8vJSDz00/s288/image008.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://1.bp.blogspot.com/-_0Z9oH767CU/UFml8bRTE-I/AAAAAAAACS0/2OY8vJSDz00/s288/image008.jpg" /></a></div>
<br />
3. Klik tombol Define Groups. Pada kotak Group 1, masukkan angka 1 untuk wanita.<br />
Pada kotak Group 2, masukkan angka 2 untuk pria. Klik Continue<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-RteJP8dM6l0/UFml8tNzYGI/AAAAAAAACS8/oWAGMDSmZOA/s288/image009.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://4.bp.blogspot.com/-RteJP8dM6l0/UFml8tNzYGI/AAAAAAAACS8/oWAGMDSmZOA/s288/image009.png" /></a></div>
<br />
4. Klik OK untuk melakukan analisa. <br />
<br />
Maka pada output akan muncul hasil sebagai berikut. <br />
<br />
Output 1<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-M5Y8oaM7pE8/UFml9BLWc-I/AAAAAAAACTI/d-HLnP6_BCs/s288/image010.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="156" src="http://4.bp.blogspot.com/-M5Y8oaM7pE8/UFml9BLWc-I/AAAAAAAACTI/d-HLnP6_BCs/s320/image010.jpg" width="320" /></a></div>
<br />
Output pertama ini menunjukkan informasi mengenai banyaknya data yang diolah untuk masing – masing variabel. <br />
<br />
Output 2<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj8n68qV7nvDpA0l6_7QmDfkabukbBxCnl9w7tXwGtqWNC_nZL3qLHeeyujNMzbkN-LwJapqu4UYHRy2MLLqsn-Yd5XbLE0lSYc1YwNuxh5PqGcpNki3gZKWPYFZk4JwHCuud5ULsSGyujB/s288/image011.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="176" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj8n68qV7nvDpA0l6_7QmDfkabukbBxCnl9w7tXwGtqWNC_nZL3qLHeeyujNMzbkN-LwJapqu4UYHRy2MLLqsn-Yd5XbLE0lSYc1YwNuxh5PqGcpNki3gZKWPYFZk4JwHCuud5ULsSGyujB/s400/image011.jpg" width="400" /></a></div>
<br />
Pada output ke-2 ini memberikan informasi nilai sebagai dasar pengambilan keputusan <br />
<br />
Untuk menentukan apakah ada perbedaan anggaran belanja perawatan tubuh pria dan wanita per bulan , pertama – tama kita membuat hipotesis sebagai berikut : <br />
H0 = Anggaran belanja perawatan tubuh pria dan wanita per bulan adalah sama.<br />H1 = Anggaran belanja perawatan tubuh pria dan wanita per bulan tidak sama. <br />
<br />
Syarat H0 diterima atau tidak berdasarkan nilai probabilitas sebagai berikut : <br />
Apabila probabilitas > 0.05 maka H0 diterima <br />Apabila probabilitas < 0.05 maka H0 ditolak <br />
Dari hasil di atas pada baris Asymp Sig terlihat bahwa nilai probabilitas 0.289.Maka keputusan yang diambil adalah H0. (0.289 > 0.05) <br />Jadi : Anggaran belanja perawatan tubuh pria dan wanita per bulan adalah sama.<br />
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Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-91091985979562124402012-09-30T10:34:00.001-07:002012-12-01T07:50:13.271-08:00Uji Mann Whitney<div class="MsoNormal">
Uji Mann Whintey merupakan pengganti uji t untuk dua sampel bebas. Uji ini merupakan uji untuk mengetahi apakah ada perbedaan dari mean 2 variabel yang diuji. </div>
<div class="MsoNormal">
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<div class="MsoNormal">
</div>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal">
Contoh :<span style="mso-spacerun: yes;"> </span>Apakah ada perbedaan anggaran belanja perawatan tubuh<span style="mso-spacerun: yes;"> </span>pria dan wanita per bulan ? Untuk mengetahuinya dilakukan pengambilan data dari sampel pria dan wanita .Berikut data uang belanja (dalam ribuan) yang didapatkan <o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-bottom: medium none; border-collapse: collapse; border-left: medium none; border-right: medium none; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 480;"> <tbody>
<tr style="height: 12.85pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 12.85pt; mso-border-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
uang_belanja<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div align="center" class="MsoNormal" style="text-align: center;">
jenis_kelamin<o:p></o:p></div>
</td></tr>
<tr style="height: 13.55pt; mso-yfti-irow: 1;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
180<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 2;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
220<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 3;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
240<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 4;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
250<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 5;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
280<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 6;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
280<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 7;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
320<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 8;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
360<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 9;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
380<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 10;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
400<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 11;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
420<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 12;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
440<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 13;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
480<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 14;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
560<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 15;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
600<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 16;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
620<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 13.55pt; mso-yfti-irow: 17;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
660<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 18;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
700<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 19;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1000<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 20;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1040<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 21;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
180<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 22;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
200<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 12.85pt; mso-yfti-irow: 23;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
200<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.85pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.55pt; mso-yfti-irow: 24;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
200<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.55pt; mso-yfti-irow: 25;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
300<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.55pt; mso-yfti-irow: 26;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
380<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.55pt; mso-yfti-irow: 27;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
420<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.55pt; mso-yfti-irow: 28;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
540<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.55pt; mso-yfti-irow: 29; mso-yfti-lastrow: yes;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
760<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 120.25pt;" valign="top" width="160"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
</tbody></table>
</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Kode yang digunakan untuk variabel jenis_kelamin adalah sebagai berikut : <o:p></o:p></div>
<div class="MsoNormal">
1 : wanita<o:p></o:p></div>
<div class="MsoNormal">
2 : pria<o:p></o:p></div>
<div class="MsoNormal">
Langkah – langkah melakukan uji Mann Whitney adalah sebagai berikut : </div>
<a name='more'></a><br />
1. Masukkan data tersebut. Pastikan melakukan pengkodean untuk kategori data. <br />2. Klik menu Analyze > Nonparametric Tests > Legacy Dialogs > 2 Independent Samples…<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-Tl57dqM91kk/UFml7MAfW0I/AAAAAAAACSc/n3WnqYWwHkw/s288/image001.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-Tl57dqM91kk/UFml7MAfW0I/AAAAAAAACSc/n3WnqYWwHkw/s288/image001.jpg" /></a></div>
<br />3. Pada kotak dialog yang muncul , masukkan variabel uang_belanja pada kotak Test Variabel List. Masukkan variabel jenis_kelamin pada kotak Grouping Variable.<br /> Pastikan pilihan Mann-Whitney U aktif.<br />
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<a href="http://2.bp.blogspot.com/-T6d8mmqrQPw/UFml7J5Xn3I/AAAAAAAACSU/9WzIYJ4MTcg/s288/image002.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-T6d8mmqrQPw/UFml7J5Xn3I/AAAAAAAACSU/9WzIYJ4MTcg/s288/image002.jpg" /></a></div>
<br />
4. Klik tombol Define Groups<br />Pada kotak Group 1, masukkan angka 1 untuk wanita. Pada kotak Group 2, masukkan angka 2 untuk pria. Klik Continue.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-wTa-TV_MifU/UFml7mE1u-I/AAAAAAAACSg/WV9cG6euOSE/s288/image004.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://1.bp.blogspot.com/-wTa-TV_MifU/UFml7mE1u-I/AAAAAAAACSg/WV9cG6euOSE/s288/image004.png" /></a></div>
<br />
5. Klik Ok untuk melakukan analisa. <br />
Maka pada jendela output akan muncul hasil analisa sebagai berikut. <br />
<br />
Output 1<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-CngQsLcUUIw/UFml7sn68mI/AAAAAAAACSk/FLithBCNmo4/s288/image005.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="116" src="http://1.bp.blogspot.com/-CngQsLcUUIw/UFml7sn68mI/AAAAAAAACSk/FLithBCNmo4/s400/image005.png" width="400" /></a></div>
<br />Output pertama ini menunjukkan informasi mengenai banyaknya data yang diolah untuk masing – masing variabel. . <br />
<br />
Output 2<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-WhGfXlEjXZw/UFml7-LhprI/AAAAAAAACSs/6Ihutz1LcIU/s288/image006.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="302" src="http://2.bp.blogspot.com/-WhGfXlEjXZw/UFml7-LhprI/AAAAAAAACSs/6Ihutz1LcIU/s400/image006.png" width="400" /></a></div>
<br />
<br />
Pada output ke-2 ini memberikan informasi nilai sebagai dasar pengambilan keputusan <br />
<br />
Untuk menentukan apakah ada perbedaan anggaran belanja perawatan tubuh pria dan wanita per bulan , pertama – tama kita membuat hipotesis sebagai berikut : <br />
H0 = Anggaran belanja perawatan tubuh pria dan wanita per bulan adalah sama.<br />H1 = Anggaran belanja perawatan tubuh pria dan wanita per bulan tidak sama. <br />
<br />
Syarat H0 diterima atau tidak berdasarkan nilai probabilitas sebagai berikut : <br />
Apabila probabilitas > 0.05 maka H0 diterima <br />Apabila probabilitas < 0.05 maka H0 ditolak <br />
<br />
Dari hasil di atas pada baris Asymp Sig terlihat bahwa nilai probabilitas 0.150.Maka keputusan yang diambil adalah H0. (0.15 > 0.05) <br />Jadi : Anggaran belanja perawatan tubuh pria dan wanita per bulan adalah sama.<br />
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Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-54588045276434716712012-09-30T10:26:00.001-07:002012-12-01T19:13:14.556-08:00Uji Keselarasan Kendall<div class="MsoNormal">
Uji Keselarasan Kendall<span style="mso-spacerun: yes;"> </span>adalah salah satu pengujian untuk mengetahui apakah ada keselarasan dari nilai<span style="mso-spacerun: yes;"> </span>sampel<span style="mso-spacerun: yes;"> </span>yang diuji.<o:p></o:p></div>
<div class="MsoNormal">
Contoh : <o:p></o:p></div>
<div class="MsoNormal">
Untuk mengetahui apakah kepuasan mahasiswa sama atau tidak terhadap fasilitas kampus, maka dilakukan kuisioner. Data yang didapat adalah sebagai berikut : <o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<table align="left" border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-bottom: medium none; border-collapse: collapse; border-left: medium none; border-right: medium none; border-top: medium none; margin-left: 6.75pt; margin-right: 6.75pt; mso-border-alt: solid windowtext .5pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-table-anchor-horizontal: margin; mso-table-anchor-vertical: page; mso-table-left: center; mso-table-lspace: 9.0pt; mso-table-rspace: 9.0pt; mso-table-top: 198.05pt; mso-yfti-tbllook: 480;"> <tbody>
<tr style="height: 15.5pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 15.5pt; mso-border-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
fasilitas_lab<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
dosen<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
kelas<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 102.8pt;" valign="top" width="137"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
layanan_akademik<o:p></o:p></div>
</td></tr>
<tr style="height: 16.55pt; mso-yfti-irow: 1;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 16.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<span style="mso-spacerun: yes;"> </span><o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 16.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 16.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 16.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 102.8pt;" valign="top" width="137"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td></tr>
<tr style="height: 15.5pt; mso-yfti-irow: 2;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
4<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 102.8pt;" valign="top" width="137"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<br /></div>
</td></tr>
<tr style="height: 15.5pt; mso-yfti-irow: 3;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
4<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 102.8pt;" valign="top" width="137"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 15.5pt; mso-yfti-irow: 4;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
4<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 102.8pt;" valign="top" width="137"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 15.5pt; mso-yfti-irow: 5;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
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2<o:p></o:p></div>
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2<o:p></o:p></div>
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2<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 102.8pt;" valign="top" width="137"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
4<o:p></o:p></div>
</td></tr>
<tr style="height: 15.5pt; mso-yfti-irow: 7;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
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4<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 102.8pt;" valign="top" width="137"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
4<o:p></o:p></div>
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<tr style="height: 15.5pt; mso-yfti-irow: 8;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 15.5pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
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1<o:p></o:p></div>
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1<o:p></o:p></div>
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2<o:p></o:p></div>
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<tr style="height: 16.55pt; mso-yfti-irow: 9; mso-yfti-lastrow: yes;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 16.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 81.8pt;" valign="top" width="109"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 198.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
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1<o:p></o:p></div>
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2<o:p></o:p></div>
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2<o:p></o:p></div>
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Kode kepuasan :<o:p></o:p></div>
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1 :<span style="mso-spacerun: yes;"> </span>sangat puas<o:p></o:p></div>
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2. : puas<o:p></o:p></div>
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3. : biasa<o:p></o:p></div>
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4<span style="mso-spacerun: yes;"> </span>: tidak puas<o:p></o:p></div>
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Berikut langkah – langkah untuk melakukan uji <span style="mso-spacerun: yes;"> </span>Keselaran Kendall<span style="mso-spacerun: yes;"> </span>:</div>
1. Masukkan data diatas pada SPSS. Pastikan melakukan pengkodean untuk kategori data.<br />
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2. Klik menu Analyze > Nonparametric Tests > Legacy Dialogs > K Related Samples<br />
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<a href="http://1.bp.blogspot.com/-RbU6wMoCOnI/UFmmFKrqloI/AAAAAAAACU8/WYY9FcsSA1A/s288/image009.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="202" src="http://1.bp.blogspot.com/-RbU6wMoCOnI/UFmmFKrqloI/AAAAAAAACU8/WYY9FcsSA1A/s400/image009.jpg" width="400" /></a></div>
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3. Pada kotak dialog yang muncul, masukkan variabel fasilitas_lab, dosen, kelas dan layanan akademik pada kotak Test Variabels. Pastikan pilihan Kendall’s aktif<br />
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<a href="http://1.bp.blogspot.com/-ImBHE2rw1GA/UFmmF9SUMCI/AAAAAAAACVM/dGcS7drUrGI/s288/image010.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="269" src="http://1.bp.blogspot.com/-ImBHE2rw1GA/UFmmF9SUMCI/AAAAAAAACVM/dGcS7drUrGI/s400/image010.jpg" width="400" /></a></div>
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Maka pada jendela output akan muncul hasil sebagai berikut. <br />
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Output 1 <br />
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<a href="http://1.bp.blogspot.com/-toglh9_3Rys/UFmmFyXGq3I/AAAAAAAACVU/mJR14HD4DnQ/s288/image011.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="252" src="http://1.bp.blogspot.com/-toglh9_3Rys/UFmmFyXGq3I/AAAAAAAACVU/mJR14HD4DnQ/s400/image011.png" width="400" /></a></div>
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Output pertama ini menunjukkan informasi mengenai banyaknya data yang diolah untuk masing – masing variabel <br />
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Output 2 <br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgkXfZ1lYDcH9_Vhq22k0cytWU_KARw2eZYCKTyu0nVEOLKVpWMSLmyL42G30USByGM0-XVkYgsbycwxZBFIicmjl9s0OkYeO4yfWwqmUM3Hsft-9p_9YbMU3FHgx8dqwjDyeVYwWoaNZMc/s288/image012.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="342" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgkXfZ1lYDcH9_Vhq22k0cytWU_KARw2eZYCKTyu0nVEOLKVpWMSLmyL42G30USByGM0-XVkYgsbycwxZBFIicmjl9s0OkYeO4yfWwqmUM3Hsft-9p_9YbMU3FHgx8dqwjDyeVYwWoaNZMc/s400/image012.png" width="400" /></a></div>
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Output ke 2 ini memberikan informasi nilai sebagai dasar pengambil keputusan. <br />
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Untuk menentukan apakah kepuasan mahasiswa sama atau tidak terhadap fasilitas kampus, pertama – tama kita membuat hipotesis sebagai berikut : <br />
H0 = Kepuasan mahasiswa terhadap fasilitas kampus adalah sama <br />H1 = Kepuasan mahasiswa terhadap fasilitas kampus tidak sama <br />
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Syarat H0 diterima atau tidak berdasarkan nilai probabilitas sebagai berikut : <br />
Apabila probabilitas > 0.05 maka H0 diterima <br />Apabila probabilitas < 0.05 maka H0 ditolak <br />
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Dari hasil di atas pada baris Asymp Sig terlihat bahwa nilai probabilitas 0.061.Maka H0 diterima (0.061 > 0.05) . Jadi : Kepuasan mahasiswa terhadap fasilitas kampus adalah sama. <br />
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Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-17905424298690567412012-09-30T10:24:00.001-07:002012-12-01T18:58:05.871-08:00Uji Friedman<div class="MsoNormal">
Apabila pada uji Cochran, nilai data hanya terdiri dari 2 saja (kategori), maka pada uji Friedman menggunakan data interval.<o:p></o:p></div>
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Contoh :<o:p></o:p></div>
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Seorang Guru SMA ingin mengetahui apakah pemahaman (nilai) murid terhadap antar pelajaran sama atau tidak. Maka dilakukan pendataan terhadap nilai siswa dari 3 pelajaran berikut : <o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-bottom: medium none; border-collapse: collapse; border-left: medium none; border-right: medium none; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 480;"> <tbody>
<tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; mso-border-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
trigonometri<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
statistik<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
Matematika dasar<o:p></o:p></div>
</td></tr>
<tr style="mso-yfti-irow: 1;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
7<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">7<o:p></o:p></b></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
8<o:p></o:p></div>
</td></tr>
<tr style="mso-yfti-irow: 2;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
6<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">7<o:p></o:p></b></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
7<o:p></o:p></div>
</td></tr>
<tr style="mso-yfti-irow: 3;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
6<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">7<o:p></o:p></b></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
8<o:p></o:p></div>
</td></tr>
<tr style="mso-yfti-irow: 4;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
5<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">7<o:p></o:p></b></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
9<o:p></o:p></div>
</td></tr>
<tr style="mso-yfti-irow: 5;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
8<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">7<o:p></o:p></b></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
7<o:p></o:p></div>
</td></tr>
<tr style="mso-yfti-irow: 6;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
4<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">5<o:p></o:p></b></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
8<o:p></o:p></div>
</td></tr>
<tr style="mso-yfti-irow: 7;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
7<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
8<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
9<o:p></o:p></div>
</td></tr>
<tr style="mso-yfti-irow: 8;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
5<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
6<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
6<o:p></o:p></div>
</td></tr>
<tr style="mso-yfti-irow: 9;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
3<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
5<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
7<o:p></o:p></div>
</td></tr>
<tr style="mso-yfti-irow: 10; mso-yfti-lastrow: yes;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
6<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
7<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 2.05in;" valign="top" width="197"><div class="MsoNormal">
8<o:p></o:p></div>
</td></tr>
</tbody></table>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Langkah<span style="mso-spacerun: yes;"> </span>langkah melakukan anlisa Friedman adalah sebagai berikut :<br />
<a name='more'></a></div>
1. Masukkan data diatas pada SPSS.<br />
<br />
2. Klik menu Analyze > Nonparametric Tests > Legacy Dialogs > K Related Samples<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-QNa2_pzE61c/UFmmECvLFZI/AAAAAAAACUc/jzm_0y_CiDA/s288/image005.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="216" src="http://2.bp.blogspot.com/-QNa2_pzE61c/UFmmECvLFZI/AAAAAAAACUc/jzm_0y_CiDA/s400/image005.jpg" width="400" /></a></div>
<br />
3. Pada kotak dialog yang muncul, masukkan variabel trigonometri, statistik dan matematika dasar pada kotak Test Variabels. Pastikan pilihan Friedman aktif<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-U68iZEvlfNo/UFmmEVhWSVI/AAAAAAAACUg/CVLG4Yl1a5w/s288/image006.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="272" src="http://2.bp.blogspot.com/-U68iZEvlfNo/UFmmEVhWSVI/AAAAAAAACUg/CVLG4Yl1a5w/s400/image006.jpg" width="400" /></a></div>
<br />
4. Klik OK untuk melakukan analisa. <br />
Maka pada jendela output akan muncul hasil sebagai berikut : <br />
<br />
Output 1<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-JIbOKzxhlEw/UFmmEjk5RiI/AAAAAAAACUo/YobF0KaIqCw/s288/image007.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="216" src="http://4.bp.blogspot.com/-JIbOKzxhlEw/UFmmEjk5RiI/AAAAAAAACUo/YobF0KaIqCw/s400/image007.png" width="400" /></a></div>
<br />
Output pertama ini menunjukkan informasi mengenai Rank untuk masing – masing variabel <br />
<br />
Output 2<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-Kw4WfMTyACo/UFmmFETaCeI/AAAAAAAACU4/hecfPR_pmTo/s288/image008.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="338" src="http://3.bp.blogspot.com/-Kw4WfMTyACo/UFmmFETaCeI/AAAAAAAACU4/hecfPR_pmTo/s400/image008.png" width="400" /></a></div>
<br />
Output ke 2 ini memberikan informasi nilai sebagai dasar pengambil keputusan. <br />
<br />
Untuk menentukan apakah pemahaman (nilai) murid terhadap antar pelajaran sama atau tidak, pertama – tama kita membuat hipotesis sebagai berikut <br />
<br />
H0 = Pemahaman murid terhadap antar pelajaran sama<br />
H1 = Pemahaman murid terhadap antar pelajaran tidak sama <br />
<br />
Syarat H0 diterima atau tidak berdasarkan nilai probabilitas sebagai berikut : <br />
Apabila probabilitas > 0.05 maka H0 diterima <br />
Apabila probabilitas < 0.05 maka H0 ditolak <br />
<br />
Dari hasil di atas pada baris Asymp Sig terlihat bahwa nilai probabilitas 0.002.Maka H0 ditolak (0.002 < 0.05) . Dengan demikian keputusan yang diambil adalah H1<br />
Jadi : Pemahaman murid terhadap antar pelajaran tidak sama<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-46713097462329123662012-09-30T10:20:00.001-07:002012-12-01T18:46:02.793-08:00Uji Cochran<div class="MsoNormal">
Uji Cochran merupakan uji statistik untuk mengetahui apakah ada perbedaan antara lebih dua sampel yang berhubungan. Salah satu syarat untuk melakukan uji Cochran adalah data ganya mempunyai 2 nilai saja contoh : ya atau tidak, bagus atau jelek dan seterusnya. <o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Contoh :<o:p></o:p></div>
<div class="MsoNormal" style="text-align: justify;">
Suatu penelitian dilakukan untuk mengetahui apakah ada perbedaan kenyamanan antara 3 merek mobil yang berbeda. Kemudian diambil<span style="mso-spacerun: yes;"> </span>10 sukarelawan untuk mencoba ketiga mobil tersebut. Masing – masing sukarelawan akan mencoba masing merek mobil tersebut. Kemudian sukarelawan mengisi kuisioner, apakah masing - masing merek mobil tersebut nyaman atau tidak.<o:p></o:p></div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-size: 5pt; mso-bidi-font-size: 12.0pt;"><o:p> </o:p></span>Berikut adalah datanya :<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-bottom: medium none; border-collapse: collapse; border-left: medium none; border-right: medium none; border-top: medium none; margin-left: 101.3pt; mso-border-alt: solid windowtext .5pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 480;"> <tbody>
<tr style="height: 12.8pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 12.8pt; mso-border-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
Mobil_A<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
Mobil_B<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
Mobil_C<o:p></o:p></div>
</td></tr>
<tr style="height: 12.8pt; mso-yfti-irow: 1;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.8pt; mso-yfti-irow: 2;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
0<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.8pt; mso-yfti-irow: 3;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
0<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.8pt; mso-yfti-irow: 4;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
0<o:p></o:p></div>
</td></tr>
<tr style="height: 12.8pt; mso-yfti-irow: 5;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
0<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.8pt; mso-yfti-irow: 6;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.8pt; mso-yfti-irow: 7;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
0<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
0<o:p></o:p></div>
</td></tr>
<tr style="height: 13.5pt; mso-yfti-irow: 8;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.5pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
0<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.8pt; mso-yfti-irow: 9;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
0<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.8pt; mso-yfti-irow: 10; mso-yfti-lastrow: yes;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
0<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 12.8pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 76.95pt;" valign="top" width="103"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
</tbody></table>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
1 = nyaman <o:p></o:p></div>
<div class="MsoNormal">
0 = tidak nyaman<o:p></o:p></div>
<div class="MsoNormal">
Berikut langkah – langkah untuk melakukan uji <span style="mso-spacerun: yes;"> </span>Cochran:</div>
<a name='more'></a><br />
1. Masukkan data diatas pada SPSS. Pastikan melakukan pengkodean untuk kategori data.<br />
<br />2. Klik menu Analyze > Nonparametric Tests > Legacy Dialogs > K Related Samples<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-MU0_M4C2-l4/UFmmDcoYarI/AAAAAAAACUE/UJyrS-M_o8c/s288/image001.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://3.bp.blogspot.com/-MU0_M4C2-l4/UFmmDcoYarI/AAAAAAAACUE/UJyrS-M_o8c/s288/image001.jpg" /></a></div>
<br />3. Pada kotak dialog yang muncul, masukkan variabel mobil_a, mobil_b dan mobil_c pada kotak Test Variabels. Pastikan pilihan Cochran’s aktif.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-gB1hVYFUBhM/UFmmDTAstCI/AAAAAAAACUM/OgKRSQCHvwY/s288/image002.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-gB1hVYFUBhM/UFmmDTAstCI/AAAAAAAACUM/OgKRSQCHvwY/s288/image002.jpg" /></a></div>
<br />4. Klik OK untuk melakukan analisa. <br />
Maka pada jendela output akan muncul hasil sebagai berikut <br />
<br />
Output 1 <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-YzVJZxep9Ec/UFmmDXNH3NI/AAAAAAAACUI/bJgfsCMQvgg/s288/image003.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="252" src="http://3.bp.blogspot.com/-YzVJZxep9Ec/UFmmDXNH3NI/AAAAAAAACUI/bJgfsCMQvgg/s400/image003.jpg" width="400" /></a></div>
<br />
Output pertama ini menunjukkan informasi mengenai banyaknya data yang diolah untuk masing – masing variabel. <br />
<br />
Outpu 2 <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-L6T8m9zevDw/UFmmDw5ap5I/AAAAAAAACUU/vk5hkgkJtco/s288/image004.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="311" src="http://1.bp.blogspot.com/-L6T8m9zevDw/UFmmDw5ap5I/AAAAAAAACUU/vk5hkgkJtco/s400/image004.png" width="400" /></a></div>
<br />
Output ke 2 ini memberikan informasi nilai sebagai dasar pengambil keputusan. <br /><br />
Untuk menentukan apakah ada perbedaan kenyamanan atau dari 3 merek mobil tersebut , pertama – tama kita membuat hipotesis sebagai berikut : <br />
H0 = Ketiga merek mobil mepunyai kenyamanan yang sama.<br />H1 = Ketiga merek mobil mempunyai kenyamanan yang tidak sama. <br />
<br />
Syarat H0 diterima atau tidak berdasarkan nilai probabilitas sebagai berikut : <br />
Apabila probabilitas > 0.05 maka H0 diterima <br />Apabila probabilitas < 0.05 maka H0 ditolak <br />
<br />
Dari hasil di atas pada baris Asymp Sig terlihat bahwa nilai probabilitas 0.008.Maka H0 ditolak (0.008 < 0.05) . Dengan demikian keputusan yang diambil adalah <br />Jadi : Ketiga merek mobil mempunyai kenyamanan yang tidak sama. <br />
<br />
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<br />
Unknownnoreply@blogger.com1tag:blogger.com,1999:blog-6674419634012770421.post-56159107273693995922012-09-30T10:09:00.001-07:002012-12-01T07:10:50.991-08:00Uji Kolmogorov Smirnov<div class="MsoNormal">
Uji Kolmogrov Smirnov bertujuan untuk mengetahui keselarasan / kesesuaian data<span style="mso-spacerun: yes;"> </span>dengan distribusi normal atau tidak. Dengan kata lain pengujian ini untuk menguji apakah sampel mewakili populasi atau tidak.<o:p></o:p></div>
<div class="MsoNormal">
Contoh : Ingin diketahui sampel data nilai siswa berikut mewakili populasi atau tidak.<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-bottom: medium none; border-collapse: collapse; border-left: medium none; border-right: medium none; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 480;"> <tbody>
<tr style="height: 14.25pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 14.25pt; mso-border-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
nilai<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 1;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
8.5<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 2;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
7.6<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 3;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
9<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 4;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
7.7<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 5;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
8<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 6;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
8<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 7;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
5<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 8;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
8.8<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 9;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
7.7<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 10;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
6<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 11;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
8.3<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 12;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
9<o:p></o:p></div>
</td></tr>
<tr style="height: 14.25pt; mso-yfti-irow: 13;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 14.25pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
8.4<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 14;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
6.7<o:p></o:p></div>
</td></tr>
<tr style="height: 13.4pt; mso-yfti-irow: 15; mso-yfti-lastrow: yes;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.4pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.6pt;" valign="top" width="105"><div class="MsoNormal">
8.9<o:p></o:p></div>
</td></tr>
</tbody></table>
</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Langkah – langkah untuk melakukan uji Kolmogorov Smirnov adalah sebagai berikut :</div>
<a name='more'></a><br />
1. Masukkan data di atas pada SPSS. Klik menu Analyze > NonparamtericTests > Legacy Dialogs > 1-Sample K-S<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-L5CdkBa1sqg/UFmlrMcu7uI/AAAAAAAACPw/odsgNU_cNEE/s288/image007.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="129" src="http://1.bp.blogspot.com/-L5CdkBa1sqg/UFmlrMcu7uI/AAAAAAAACPw/odsgNU_cNEE/s400/image007.jpg" width="400" /></a></div>
<br />2. Masukkan variabel nilai pada kotak Test Variable List. Pastikan pada bagian Test Distribution, pilihan Normal aktif.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-SYD6HWkEHwI/UFmlrV6hXfI/AAAAAAAACQI/Ei1KEX-VUgs/s288/image008.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="301" src="http://4.bp.blogspot.com/-SYD6HWkEHwI/UFmlrV6hXfI/AAAAAAAACQI/Ei1KEX-VUgs/s400/image008.jpg" width="400" /></a></div>
<br />3. Klik Ok untuk melakukan analisa <br />
Maka, pada jendela output akan muncul hasil analisa sebagai berikut :<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-AWhgQ6mlr8A/UFmlr_XbOoI/AAAAAAAACQE/XM53WwC_YHc/s288/image009.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="280" src="http://1.bp.blogspot.com/-AWhgQ6mlr8A/UFmlr_XbOoI/AAAAAAAACQE/XM53WwC_YHc/s400/image009.png" width="400" /></a></div>
<br />
Untuk menentukan apakah sampel mewakili populasi.atau tidak , pertama – tama kita membuat hipotesis sebagai berikut :<br />
<br />
H0 = Sampel mewakili populasi (distribusi normal)<br />H1 = Sampel tidak mewakili populasi (distribusi tidak normal)<br />
<br />
Syarat H0 diterima atau tidak berdasarkan nilai probabilitas sebagai berikut : <br />
Apabila probabilitas > 0.05 maka H0 diterima <br />Apabila probabilitas < 0.05 maka H0 ditolak <br />
<br />
Dari hasil di atas pada baris Asymp Sig terlihat bahwa nilai probabilitas 0.781.Maka keputusan yang diambil adalah H0. (0.447 > 0.05) <br />Jadi : Sampel mewakili populasi (distribusi normal) <br />
<br />
<br />
<br />
<br />
<br />
Unknownnoreply@blogger.com1tag:blogger.com,1999:blog-6674419634012770421.post-81739807336800608212012-09-30T10:07:00.001-07:002012-12-01T07:08:05.607-08:00Uji Run<div class="MsoNormal">
Uji run dilakukan untuk data yang didapatkan secara berurutan. Uji run bertujuan untuk melihat keacakan suatu populasi. Sebagai contoh pengamatan antrian tiket. Apakah urutan antrian berdasar jenis kelamin acak atau tidak ?</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal">
Sebagai contoh, berikut adalah urutan antrian tiket di stasiun kereta api berdasar jenis kelamin :<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-bottom: medium none; border-collapse: collapse; border-left: medium none; border-right: medium none; border-top: medium none; margin-left: 81pt; mso-border-alt: solid windowtext .5pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 480;"> <tbody>
<tr style="height: 12.65pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 12.65pt; mso-border-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
jenis_kelamin<o:p></o:p></div>
</td></tr>
<tr style="height: 12.65pt; mso-yfti-irow: 1;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.65pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.65pt; mso-yfti-irow: 2;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.65pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.65pt; mso-yfti-irow: 3;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.65pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 12.65pt; mso-yfti-irow: 4;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.65pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.45pt; mso-yfti-irow: 5;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.45pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 12.65pt; mso-yfti-irow: 6;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.65pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 12.65pt; mso-yfti-irow: 7;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.65pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.65pt; mso-yfti-irow: 8;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.65pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.65pt; mso-yfti-irow: 9;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.65pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 12.65pt; mso-yfti-irow: 10;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.65pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 12.65pt; mso-yfti-irow: 11;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.65pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.65pt; mso-yfti-irow: 12;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.65pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.65pt; mso-yfti-irow: 13;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.65pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.45pt; mso-yfti-irow: 14; mso-yfti-lastrow: yes;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.45pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 70.65pt;" valign="top" width="94"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
</tbody></table>
</div>
<div class="MsoNormal">
Kode :<o:p></o:p></div>
<div class="MsoNormal">
1 : pria<o:p></o:p></div>
<div class="MsoNormal">
2 : wanita<o:p></o:p></div>
<div class="MsoNormal">
Langkah – langkah untuk melakukan uji Run adalah sebagai berikut :</div>
<div class="MsoNormal">
</div>
<a name='more'></a><br />
1. Masukkan data di atas pada SPSS.Pastikan melakukan pengkodean untuk data kategori. Klik menu Analyze > NonparamtericTests > Legacy Dialogs > Runs<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-lnZU4XtWF-w/UFmlqZQQbLI/AAAAAAAACPg/CPwBpEi8qLU/s288/image004.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="119" src="http://3.bp.blogspot.com/-lnZU4XtWF-w/UFmlqZQQbLI/AAAAAAAACPg/CPwBpEi8qLU/s400/image004.jpg" width="400" /></a></div>
<br />2. Pada kotak dialog yang muncul, aktifkan menu Custom dan isi dengan angka 2. Hal ini karena kita membagi data menjadi 2 variabel kategori (pria dan wanita)<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/--tSlu6xhJ8Q/UFmlqpVcz1I/AAAAAAAACPk/yr5p1fywGzg/s288/image005.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="301" src="http://4.bp.blogspot.com/--tSlu6xhJ8Q/UFmlqpVcz1I/AAAAAAAACPk/yr5p1fywGzg/s400/image005.jpg" width="400" /></a></div>
<br />3. Klik OK untuk melakukan uji Run. <br />
Maka pada output akan muncul hasil sebagai berikut :<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-q7NZQhXlVic/UFmlq-bNnnI/AAAAAAAACP0/lsiXz7UEV-M/s288/image006.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="313" src="http://2.bp.blogspot.com/-q7NZQhXlVic/UFmlq-bNnnI/AAAAAAAACP0/lsiXz7UEV-M/s400/image006.jpg" width="400" /></a></div>
<br />
Untuk menentukan apakah urutan antrian tiket berdasar kelamin acak.atau tidak ,pertama – tama kita membuat hipotesis sebagai berikut :<br />
<br />
H0 = Urutan antrian tiket berdasar kelamin acak.<br />H1 = Urutan antrian tiket berdasar kelamin tidak acak.<br />
<br />
Syarat H0 diterima atau tidak berdasarkan nilai probabilitas sebagai berikut : <br />
Apabila probabilitas > 0.05 maka H0 diterima <br />Apabila probabilitas < 0.05 maka H0 ditolak<br />
<br />
Dari hasil di atas pada baris Asymp Sig terlihat bahwa nilai probabilitas 0.781.Maka keputusan yang diambil adalah H0. (0.781 > 0.05) <br />Jadi : Urutan antrian tiket berdasar kelamin acak.<br />
<br />
<br />
<br />
<br />
<br />
Unknownnoreply@blogger.com1tag:blogger.com,1999:blog-6674419634012770421.post-23740020171465434282012-09-30T00:21:00.001-07:002012-12-01T07:04:25.114-08:00Uji Binomial<div class="MsoNormal">
Uji binomial digunakan pada satu sampel data yang hanya mempunyai dua nilai yang salin bertolak belakang. Contoh : ya atau tidak, hitam atau putih dan seterusnya.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal">
Tujuan dari uji binomial adalah untuk menguji proporsi suatu populasi. Maksudnya adalah untuk menguji apakah peluang munculnya suatu nilai yang bertolak belakan adalah sama.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal">
Contoh : Ingin diketahui apakah kemunculan angka dan gambar pada uang koin mempunyai peluang yang sama ? Untuk itu dilakukan pelemparan uang koin sebanyak 17 kali. Uang mempunyai 2 sisi yaitu gambar dan angka. Setiap kali pelemparan, hasilnya di catat. Berikut datanya :<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-bottom: medium none; border-collapse: collapse; border-left: medium none; border-right: medium none; border-top: medium none; margin-left: 1in; mso-border-alt: solid windowtext .5pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 480;"> <tbody>
<tr style="height: 12.05pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 12.05pt; mso-border-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
hasil_lemparan<o:p></o:p></div>
</td></tr>
<tr style="height: 12.05pt; mso-yfti-irow: 1;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
0<o:p></o:p></div>
</td></tr>
<tr style="height: 12.05pt; mso-yfti-irow: 2;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
0<o:p></o:p></div>
</td></tr>
<tr style="height: 12.05pt; mso-yfti-irow: 3;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.7pt; mso-yfti-irow: 4;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.7pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.05pt; mso-yfti-irow: 5;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.05pt; mso-yfti-irow: 6;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
0<o:p></o:p></div>
</td></tr>
<tr style="height: 12.05pt; mso-yfti-irow: 7;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
0<o:p></o:p></div>
</td></tr>
<tr style="height: 12.05pt; mso-yfti-irow: 8;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.05pt; mso-yfti-irow: 9;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
0<o:p></o:p></div>
</td></tr>
<tr style="height: 12.05pt; mso-yfti-irow: 10;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.05pt; mso-yfti-irow: 11;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
0<o:p></o:p></div>
</td></tr>
<tr style="height: 12.05pt; mso-yfti-irow: 12;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.05pt; mso-yfti-irow: 13;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
1<o:p></o:p></div>
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<tr style="height: 12.05pt; mso-yfti-irow: 14;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
0<o:p></o:p></div>
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<tr style="height: 12.05pt; mso-yfti-irow: 15;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.05pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.7pt; mso-yfti-irow: 16;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.7pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 12.7pt; mso-yfti-irow: 17; mso-yfti-lastrow: yes;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.7pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 84.15pt;" valign="top" width="112"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
</tbody></table>
</div>
<div class="MsoNormal">
Kode yang digunakan adalah : <o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
0 = hasil yang muncul berupa gambar<o:p></o:p></div>
<div class="MsoNormal">
1 = hasil yang muncul berupa angka<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Langkah – langkah melakukan analisa binomial adalah sebagai berikut : </div>
<a name='more'></a><br />
1. Masukkan data di atas pada SPSS.Pastikan melakukan pengkodean untuk data kategori. Klik menu Analyze > NonparamtericTests > Legacy Dialogs > Binomial<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-miN9F4jtN9c/UFmlp1FSgWI/AAAAAAAACPU/nIqY9FXSUak/s288/image001.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="102" src="http://2.bp.blogspot.com/-miN9F4jtN9c/UFmlp1FSgWI/AAAAAAAACPU/nIqY9FXSUak/s400/image001.jpg" width="400" /></a></div>
<br />2. Selanjutnya, masukkan variabel hasil_lemparan ke kotak Test Variabel List.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-kco3e_CX86U/UFmlp5UN_XI/AAAAAAAACPQ/4Lovt1hWrtw/s288/image002.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://4.bp.blogspot.com/-kco3e_CX86U/UFmlp5UN_XI/AAAAAAAACPQ/4Lovt1hWrtw/s288/image002.jpg" /></a></div>
<br />
<br />3. Klik OK untuk melakukan analisa binomial. <br />
Maka pada jendela keluaran akan muncul hasil sebagai berikut :<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-N-jNbLPfJNY/UFmlp5stPOI/AAAAAAAACPY/6RqXtaKgbeY/s288/image003.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="172" src="http://1.bp.blogspot.com/-N-jNbLPfJNY/UFmlp5stPOI/AAAAAAAACPY/6RqXtaKgbeY/s640/image003.png" width="640" /></a></div>
<br />
<br />
<br />Dari hasil tersebut terlihat bahwa masing – masing kemunculan angka / gambar di kelompokan menjadi 2. Goup 1 merupakan kemunculan gambar. Goup 2 merupakan kemunculan gambar. <br />
<br />
Untuk menentukan apakah kemunculan angka dan gambar pada uang koin mempunyai peluang yang sama ,pertama – tama kita membuat hipotesis sebagai berikut :<br />
<br />
H0 = Munculnya angka dan gambar pada pelemparan uang koin mempunyai peluang yang sama.<br />H1 = Munculnya angka dan gambar pada pelemparan uang koin mempunyai peluang yang mempunyai peluang yang sama.<br />
<br />
Syarat H0 diterima atau tidak berdasarkan nilai probabilitas sebagai berikut : <br />
Apabila probabilitas > 0.05 maka H0 diterima <br />Apabila probabilitas < 0.05 maka H0 ditolak<br />
<br />
Dari hasil di atas pada kolom Sig terlihat bahwa nilai probabilitas 0.629.Maka keputusan yang diambil adalah H0. (0.629 > 0.05) <br />Jadi : Munculnya angka dan gambar pada pelemparan uang koin mempunyai peluang yang sama <br />
<div class="MsoNormal">
<br /></div>
<br />
<br />
<br />
<br />
<br />
<br />
Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-40853564541143903342012-09-30T00:05:00.001-07:002012-12-01T03:11:12.971-08:00Regresi Berganda<div class="MsoNormal">
Yang membedakan antara regresi sederhana dan regresi berganda adalah jumlah variabel bebas. Pada regresi sederhan jumlah variabel bebas hanya satu. Pada regresi berganda umlah variabel bebas lebih dari satu. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Pada umumnya jumlah variabel bebas yang digunakan pada regresi berganda berjumlah 2.<o:p></o:p></div>
<div class="MsoNormal">
Sebgai contoh, kita <st1:place w:st="on"><st1:state w:st="on">kan</st1:state></st1:place> menggunaka data pada regresi sederhana, dengan menambakan satu variabel bebas yaitu variabel diskon(%). </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal">
Berikut datanya : <o:p></o:p></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-5vRZa2OtGEU/UFmlfq4SZBI/AAAAAAAACNI/U-COYeNgNKo/s288/image020.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="195" src="http://2.bp.blogspot.com/-5vRZa2OtGEU/UFmlfq4SZBI/AAAAAAAACNI/U-COYeNgNKo/s400/image020.png" width="400" /></a></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Langkah – langkah untuk melakukan analisa regresi berganda adalah sebagai berikut : </div>
<a name='more'></a><br />
1. Masukkan data di atas pada SPPS, Klik menu Anlayze > Regression > Linear<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-oMQEdApa-dk/UFmlf87Dw4I/AAAAAAAACNQ/klTrQOGbpS0/s288/image021.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="228" src="http://3.bp.blogspot.com/-oMQEdApa-dk/UFmlf87Dw4I/AAAAAAAACNQ/klTrQOGbpS0/s400/image021.jpg" width="400" /></a></div>
<br />
2. Masukkan variabel penjualan , pada kotak Dependent. Masukkan biaya promosi dan diskon pada kotak Variable(s). Karena kita membagi berdasar daerah, masukkan variabel daerah pada kotak Case Labels. Lau klik menu Statistics. <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiQhZJUIKbRWarVaf1eGkimhprY01-AyZkHWVZX-6qBd0hXerg0PrOSf9uHWK4eh8R1RYiFAAoZgtgOSLow9JkUEhaGirVKaYMO1BgoG2Vhc0TMQeZ5BO6mcMbKs9QJIZrsNqLOffGztrbU/s288/image022.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="322" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiQhZJUIKbRWarVaf1eGkimhprY01-AyZkHWVZX-6qBd0hXerg0PrOSf9uHWK4eh8R1RYiFAAoZgtgOSLow9JkUEhaGirVKaYMO1BgoG2Vhc0TMQeZ5BO6mcMbKs9QJIZrsNqLOffGztrbU/s400/image022.jpg" width="400" /></a></div>
<br />3. Aktifkan pilihan menu Deskriptives. Lalu klik Continue. <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi8IPvjNtOVPGbt8wNBQtSfUX8b8K-rCy6YhENuE0-XQeOSAtU-Xv4ZCZqnTI2A6n088BAcdwNIjbUoABx1YQpZyWvoslqPCqZTFrIcGAt8jXxvBtBt2C36WUutN1hcreVZRC-Z14kna61w/s288/image023.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi8IPvjNtOVPGbt8wNBQtSfUX8b8K-rCy6YhENuE0-XQeOSAtU-Xv4ZCZqnTI2A6n088BAcdwNIjbUoABx1YQpZyWvoslqPCqZTFrIcGAt8jXxvBtBt2C36WUutN1hcreVZRC-Z14kna61w/s288/image023.png" /></a></div>
<br />4. Klik menu Plots untuk menggambarkan grafik pada jendela keluaran. Aktifkan pilihan Produce all partial plots. Klik Continue<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-J5wo69Xn4Kk/UFmlgrPmXSI/AAAAAAAACNk/31hnvFiPKco/s288/image024.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-J5wo69Xn4Kk/UFmlgrPmXSI/AAAAAAAACNk/31hnvFiPKco/s288/image024.png" /></a></div>
<br />
<br />
<br />5. Klik OK untuk melakukan analisa regresi berganda. <br />
Maka pada jendela outpt akan muncul hasil analsia, berikut penjelasannya : <br />
<br />
Output 1 <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-M2wZtgbVLjw/UFmlh89SaLI/AAAAAAAACOA/ie5O7zg_f6Q/s288/image025.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="136" src="http://3.bp.blogspot.com/-M2wZtgbVLjw/UFmlh89SaLI/AAAAAAAACOA/ie5O7zg_f6Q/s400/image025.png" width="400" /></a></div>
<br />
Output pertama memberi informasi mengenai jumlah data yang diolah. <br />
<br />
Output 2<br /><br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-pKWD1GywgMc/UFmlh0oZ1oI/AAAAAAAACOI/7qfhgif4hLk/s288/image026.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://3.bp.blogspot.com/-pKWD1GywgMc/UFmlh0oZ1oI/AAAAAAAACOI/7qfhgif4hLk/s288/image026.png" /></a></div>
<br />
<br />
Output ke – 2 memberikan nilai koefisien korelasi antara variabel yang diolah. <br /><br />
Output 3 <br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-D8LrKGG2lLE/UFmlh064YuI/AAAAAAAACOM/6Rn8A-N1h9A/s288/image027.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="158" src="http://3.bp.blogspot.com/-D8LrKGG2lLE/UFmlh064YuI/AAAAAAAACOM/6Rn8A-N1h9A/s400/image027.png" width="400" /></a></div>
<br />
<br />
Output ke tiga menunjukkan variabel bebas yang dimasukkan. Dapat dilihat variabel bebas ada dua yaitu variabel diskon dan biaya promosi. <br />
<br />
Output 4 <br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-WtWDBb58YFA/UFmliQX9DTI/AAAAAAAACOQ/VfeTxZ7DF6Q/s288/image028.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="127" src="http://1.bp.blogspot.com/-WtWDBb58YFA/UFmliQX9DTI/AAAAAAAACOQ/VfeTxZ7DF6Q/s400/image028.png" width="400" /></a></div>
<br />
<br />
Output ke 4 ini menunjukkan nilai determinasi yang telah dijelaskan pada pembahasan regresi sederhana sebelumnya. Tampak nilai determenasi 0.851, yang berarti penjualan 85,1 % dipengaruhi biaya promosi dan diskon. <br />
<br />
Output 5<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-K6MKdxZgYSU/UFmliyLtJVI/AAAAAAAACOg/I6tv49xP4iQ/s288/image029.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-K6MKdxZgYSU/UFmliyLtJVI/AAAAAAAACOg/I6tv49xP4iQ/s288/image029.png" /></a></div>
<br />
<br />
Output ke 5 ini menunjukkan hasil analisa menggunakan ANOVA <br />
<br />
Output 6<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-hHvHW7oyhn4/UFmli8tEfyI/AAAAAAAACOc/biEkntQpkE8/s288/image030.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://3.bp.blogspot.com/-hHvHW7oyhn4/UFmli8tEfyI/AAAAAAAACOc/biEkntQpkE8/s288/image030.jpg" /></a></div>
<br />
<br />
Output ke 6 ini digunakan untuk membuat persamaan regresi berganda. Koefisien regresi menggunakan nilai yang terdapat pada kolom B. <br />
Dari nilai – nilai tersebut, persamaan regresi berganda yang dibentuk adalah : <br />
Y = 135.823 + 86.452X1 + 0.565X2 <br />
dengan : <br />
Y = banyaknya penjualan(unit)<br />X1 = biaya promosi<br />X2 = diskon <br />
<br />
Output 7<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-CWgOER4TOdI/UFmljJzvs6I/AAAAAAAACOk/kmnN4mZcIZk/s288/image031.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="122" src="http://3.bp.blogspot.com/-CWgOER4TOdI/UFmljJzvs6I/AAAAAAAACOk/kmnN4mZcIZk/s400/image031.png" width="400" /></a></div>
<br />
<br />
Output ke – 7 menunjukkan ringkasan dari nilai prediksi. Kolom – kolom menunjukkan nilai yang di ukur. Mean menunjukkan pengukuran rata – rata, dan seterusnya. <br />
<br />
Output 8<br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-g3PPul_mDcE/UFmljfYPv1I/AAAAAAAACOw/79aiOCgfDNw/s288/image032.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="283" src="http://4.bp.blogspot.com/-g3PPul_mDcE/UFmljfYPv1I/AAAAAAAACOw/79aiOCgfDNw/s400/image032.jpg" width="400" /></a></div>
<br />
Output ke 8 ini menunjukkan hubungan antara penjualan dan biaya promosi. Tampak bahwa titik – titik membentuk garis diagonal ke kanan. Hal ini berarti biaya promosi memberi pengaruh yang besar terhadap penjualan. <br />
<br />
Output 9<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-1dgg0AIokJs/UFmljuoiWoI/AAAAAAAACO8/JL6GLtwMjQk/s288/image033.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="305" src="http://3.bp.blogspot.com/-1dgg0AIokJs/UFmljuoiWoI/AAAAAAAACO8/JL6GLtwMjQk/s400/image033.jpg" width="400" /></a></div>
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Output ke 8 ini menunjukkan hubungan antara penjualan dan diskon. Tampak bahwa titik – titik tersebar, tidak membentuk garis. Hal ini berarti diskon hanya memberi pengaruh yang sedikit terhadap penjualan. <br />
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Unknownnoreply@blogger.com1tag:blogger.com,1999:blog-6674419634012770421.post-44189882461575476962012-09-30T00:02:00.001-07:002012-12-01T02:37:51.314-08:00Regresi Sederhana<div class="MsoNormal">
Pada regresi sederhana hanya terdapat satu variabel bebas.<span style="mso-spacerun: yes;"> </span><o:p></o:p></div>
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Contoh : <o:p></o:p></div>
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Berkut adalah data biaya_promosi dan penjualan yang dicatat perusahaan untuk masing – masing daerah. <o:p></o:p></div>
<table align="left" border="0" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; margin-left: 6.75pt; margin-right: 6.75pt; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-table-anchor-horizontal: margin; mso-table-anchor-vertical: page; mso-table-left: center; mso-table-lspace: 9.0pt; mso-table-rspace: 9.0pt; mso-table-top: 337.55pt; width: 318px;"> <tbody>
<tr style="height: 14pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 61.4pt;" valign="top" width="82"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<u><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">daerah</span></u><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;"><o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 98.65pt;" valign="bottom" width="132"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<u><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">biaya_promosi(juta)<o:p></o:p></span></u></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.1pt;" valign="bottom" width="104"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<u><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">Penjualan(unit)<o:p></o:p></span></u></div>
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<tr style="height: 14pt; mso-yfti-irow: 1;"> <td style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 61.4pt;" valign="top" width="82"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<st1:place w:st="on"><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">Yogyakarta</span></st1:place><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;"><o:p></o:p></span></div>
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1.50<o:p></o:p></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.1pt;" valign="top" width="104"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
270<o:p></o:p></div>
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<tr style="height: 14pt; mso-yfti-irow: 2;"> <td style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 61.4pt;" valign="top" width="82"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<st1:place w:st="on"><st1:city w:st="on"><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">Jakarta</span></st1:city></st1:place><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;"><o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 98.65pt;" valign="top" width="132"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1.20<o:p></o:p></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.1pt;" valign="top" width="104"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
240<o:p></o:p></div>
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<tr style="height: 14pt; mso-yfti-irow: 3;"> <td style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 61.4pt;" valign="top" width="82"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<st1:place w:st="on"><st1:city w:st="on"><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">Bandung</span></st1:city></st1:place><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;"><o:p></o:p></span></div>
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1.40<o:p></o:p></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.1pt;" valign="top" width="104"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
260<o:p></o:p></div>
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<tr style="height: 14pt; mso-yfti-irow: 4;"> <td style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 61.4pt;" valign="top" width="82"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<st1:place w:st="on"><st1:city w:st="on"><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">Semarang</span></st1:city></st1:place><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;"><o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 98.65pt;" valign="top" width="132"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1.50<o:p></o:p></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.1pt;" valign="top" width="104"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
269<o:p></o:p></div>
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<tr style="height: 14pt; mso-yfti-irow: 5;"> <td style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 61.4pt;" valign="top" width="82"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">Salatiga<o:p></o:p></span></div>
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1.30<o:p></o:p></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.1pt;" valign="top" width="104"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
260<o:p></o:p></div>
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<tr style="height: 14pt; mso-yfti-irow: 6;"> <td style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 61.4pt;" valign="top" width="82"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<st1:place w:st="on"><st1:city w:st="on"><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">Malang</span></st1:city></st1:place><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;"><o:p></o:p></span></div>
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1.60<o:p></o:p></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.1pt;" valign="top" width="104"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
280<o:p></o:p></div>
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<tr style="height: 14pt; mso-yfti-irow: 7;"> <td style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 61.4pt;" valign="top" width="82"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<st1:place w:st="on"><st1:city w:st="on"><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">Bandung</span></st1:city></st1:place><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;"><o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 98.65pt;" valign="top" width="132"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1.40<o:p></o:p></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.1pt;" valign="top" width="104"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
265<o:p></o:p></div>
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<tr style="height: 14pt; mso-yfti-irow: 8;"> <td style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 61.4pt;" valign="top" width="82"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">Jepara<o:p></o:p></span></div>
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1.50<o:p></o:p></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.1pt;" valign="top" width="104"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
272<o:p></o:p></div>
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<tr style="height: 14pt; mso-yfti-irow: 9;"> <td style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 61.4pt;" valign="top" width="82"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">Kudus<o:p></o:p></span></div>
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1.30<o:p></o:p></div>
</td> <td nowrap="nowrap" style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.1pt;" valign="top" width="104"><div class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
245<o:p></o:p></div>
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<tr style="height: 14pt; mso-yfti-irow: 10; mso-yfti-lastrow: yes;"> <td style="height: 14pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 61.4pt;" valign="top" width="82"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: margin; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: 337.55pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">Magelang<o:p></o:p></span></div>
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1.60<o:p></o:p></div>
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270<o:p></o:p></div>
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<o:p> </o:p><br /> Disini yang menjadi variabel bebas adalah biaya promosi. Dan yang menjadi variabel independent adalah variabel penjualan. <o:p></o:p>Berikut adalah langkah – langkah melakukan analisa regresi sederhana :</div>
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1. Klik menu Analyze > Regression > Linear<br />
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<a href="http://4.bp.blogspot.com/-VeiZ3WJE_Ik/UFmlbBnCblI/AAAAAAAACLM/JD41ejLsB1Y/s288/image001.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://4.bp.blogspot.com/-VeiZ3WJE_Ik/UFmlbBnCblI/AAAAAAAACLM/JD41ejLsB1Y/s288/image001.jpg" /></a></div>
<br />2. Masukkan variabel penjualan pada kotak Dependent. Masukkan variabel biaya_promosi pada kotak Independent(s). Karena kita mengelompokkan berdasar daerah, masukkan variabel daerah pada kotak Case Labels.<br />
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<a href="http://4.bp.blogspot.com/-8JWAONcHw4U/UFmlbHQ42NI/AAAAAAAACLU/MB8SPbYeWTg/s288/image002.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://4.bp.blogspot.com/-8JWAONcHw4U/UFmlbHQ42NI/AAAAAAAACLU/MB8SPbYeWTg/s288/image002.jpg" /></a></div>
<br />
3. Klik menu Statistics . Aktifkan pilihan Descriptives. Pada bagian Residual, aktifkan pilihan Casewise Diagnostics dan All cases. Klik Continue.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-VnoAJnNelOE/UFmlb2DY3DI/AAAAAAAACLg/BdSLM3jmlSs/s288/image004.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://1.bp.blogspot.com/-VnoAJnNelOE/UFmlb2DY3DI/AAAAAAAACLg/BdSLM3jmlSs/s288/image004.png" /></a></div>
<br />
4. Lalu klik menu Plots . Dengan menu ini, kita akan membuat grafik pada keluaran. Masukkan *SDRESID pada kotak Y. Masukkan kotak *ZPRED pada kotak X. Klik Next.<br />
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<a href="http://4.bp.blogspot.com/-w82WBPGYzrE/UFmlcFgYJiI/AAAAAAAACLo/lPvMUUkKa3g/s288/image006.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://4.bp.blogspot.com/-w82WBPGYzrE/UFmlcFgYJiI/AAAAAAAACLo/lPvMUUkKa3g/s288/image006.jpg" /></a></div>
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5. Masukkan *ZPRED pada kotak Y. Masukkan kotak *DEPENDENT pada kotak X. <br />
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<a href="http://3.bp.blogspot.com/-P0kJgHoX-7k/UFmlcS8DH6I/AAAAAAAACLs/-_Rons0Itqo/s288/image007.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://3.bp.blogspot.com/-P0kJgHoX-7k/UFmlcS8DH6I/AAAAAAAACLs/-_Rons0Itqo/s288/image007.jpg" /></a></div>
<br />6. Aktifkan pilihan Normal probability plot.<br />
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<a href="http://2.bp.blogspot.com/-8oemjay8sJ8/UFmlc2J9AzI/AAAAAAAACMA/BEU4_WSnDuA/s288/image008.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-8oemjay8sJ8/UFmlc2J9AzI/AAAAAAAACMA/BEU4_WSnDuA/s288/image008.png" /></a></div>
<br />7. Klik OK untuk melakukan Analisa. <br />
Output pada analisa regresi cukup banyak. Berikut adalah penjelasannya:<br />
<br />
Output 1 <br />
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<a href="http://4.bp.blogspot.com/-BbTC7fvxFF0/UFmlc38ommI/AAAAAAAACL4/XARzvIHgqC0/s288/image009.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="123" src="http://4.bp.blogspot.com/-BbTC7fvxFF0/UFmlc38ommI/AAAAAAAACL4/XARzvIHgqC0/s400/image009.png" width="400" /></a></div>
<br />Output pertama memberi informasi mengenai jumalah data yang diproses untuk masing – masing variabel. Juga disertakan nilai mean dan standar deviation untuk tiap variabel<br />
<br />
Output 2<br />
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<a href="http://3.bp.blogspot.com/-EmhT7Ul7iAQ/UFmldDOMhgI/AAAAAAAACL8/UmEbLgkzoDg/s288/image010.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://3.bp.blogspot.com/-EmhT7Ul7iAQ/UFmldDOMhgI/AAAAAAAACL8/UmEbLgkzoDg/s288/image010.png" /></a></div>
<br />Output ke 2 ini memberi nilai korelasi antar variabel. Terlihat bahwa korelasi antara penjualan dan biaya_promosi adalah 0.915, nilai ini menunjukkan adanya korelasi cukup berpengaruh antara variabel penjualan dan biaya promosi. <br />
<br />
Output 3<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-aurI0MZSLB0/UFmldpOkfEI/AAAAAAAACMI/UPHyNKhfLjA/s288/image011.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="166" src="http://2.bp.blogspot.com/-aurI0MZSLB0/UFmldpOkfEI/AAAAAAAACMI/UPHyNKhfLjA/s400/image011.png" width="400" /></a></div>
<br />Output ke 3 menunjukkan informasi mengenai variabel bebas yang dimasukkan yaitu biaya_promosi. Juga diberikan informasi mengenai variabel yang menjadi variabel dependent , yaitu variabel penjualan. <br />
<br />
Output 4<br />
<br />
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<a href="http://3.bp.blogspot.com/-GGJwrCucJOs/UFmldyEoTZI/AAAAAAAACMM/zAy9GB72fO4/s288/image012.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="133" src="http://3.bp.blogspot.com/-GGJwrCucJOs/UFmldyEoTZI/AAAAAAAACMM/zAy9GB72fO4/s400/image012.png" width="400" /></a></div>
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Pada output ke 4 ini , nilai yang perlu diperhatikan adalah pada kolom R Square = 0.817<br />Nilai tersebut dinamakan nilai determinasi, yaitu nilai persentase kontribusi variabel bebas terhadap variabel dependent. <br />
Dalam hal ini nilai determenasi = 0.817= 81.7 % , berarti variabel penjualan 81.7% disebabkan oleh variabel biaya_promosi. Sisanya disebabkan olah hal – hal lain. <br />
<br />
Output 5 <br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-upHqrlrM1cU/UFmld7H8C7I/AAAAAAAACMQ/RZ9Fnv9tJY4/s288/image013.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="126" src="http://1.bp.blogspot.com/-upHqrlrM1cU/UFmld7H8C7I/AAAAAAAACMQ/RZ9Fnv9tJY4/s400/image013.png" width="400" /></a></div>
<br />Pada output ke 5 ini menunjukkan nilai hasil analisis menggunakan uji ANOVA. <br />
<br />
Output 6<br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-Ox1UVVXaNp0/UFmleVC89zI/AAAAAAAACMg/sZwVfFqmPSM/s288/image014.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="102" src="http://3.bp.blogspot.com/-Ox1UVVXaNp0/UFmleVC89zI/AAAAAAAACMg/sZwVfFqmPSM/s400/image014.jpg" width="400" /></a></div>
<br />Pada output ke 6 merupakan inti analisa regresi, karena pada output ini kita bisa membuat persamaan regresi. Nilai yang penting adalah pada kolom B. Nilai – nilai tersebut digunakan untuk menyusun persamaan regresi. Dari nilai tersebut , akan didapatkan persamaan regresi sebagai berikut : <br />
Y = 142.783 + 84.348X <br />
dengan <br />
Y = penjualan (unit)<br />X = biaya promosi <br />
<br />
Dengan menggunakan persamaan ini kita bisa membuat peramalan dengan menentukan nilai variabel bebasnya. Misalkan kita ingin mengetahui penjualan yang terjadi apabila biaya_produksi = 2 juta. Kita tinggal memasukkan nilai X dengan 2, pada persamaan regresi tersebut <br />
Y = 142.783 + 84.348X = 142.783 + (84.348*2) = 311.47900 <br />
Jadi dengan biaya promosi sebesar 2 juta maka jumlah barang yang terjual diperkirakan sebanyak 311 unit <br />
<br />
Output 7<br />
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<a href="http://3.bp.blogspot.com/-y6HPlhpJgfk/UFmleuvS2kI/AAAAAAAACMo/xqcWauN5J7Q/s288/image015.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="223" src="http://3.bp.blogspot.com/-y6HPlhpJgfk/UFmleuvS2kI/AAAAAAAACMo/xqcWauN5J7Q/s400/image015.png" width="400" /></a></div>
<br />
<br />
Output ke 7 ini memberikan hasil prediksi dengan menggunakan persamaan<br />untuk masing – masing nilai. <br />
<br />
Kolom Predicted value menunujukkan nilai yang diprediksi. Kolom penjualan menunjukkan nilai yang sesungguhnya. <br />
<br />
Kolom residual menunjukkan selish antara nilai prediksi dan nilai sesungguhnya.<br />Semakin kecil selisihnya amak predikis semakin bagus. <br />
<br />
Output 8<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-knbBzHJ3kuo/UFmlet3RAgI/AAAAAAAACMw/8fKaYO0tBxM/s288/image016.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="125" src="http://2.bp.blogspot.com/-knbBzHJ3kuo/UFmlet3RAgI/AAAAAAAACMw/8fKaYO0tBxM/s400/image016.png" width="400" /></a></div>
<br />
Output 8 ini menunjukkan ringkasan dari nilai prediksi. Kolom – kolom menunjukkan nilai yang di ukur. Mean menunjukkan pengukuran rata – rata, dan seterusnya. <br /><br />
Output 9<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjySm6MJ1pOJH6jfd4Iw0jjggG4wBcbtfjr_rWVTeWGtOVPt0IEDLwTGtrlirdwJ9ygpacKxZdz689MTMtjXXSvn3-d_Wn9Hi0RyMcdSqyN0rPOUzPjzLgGqmgZVBbDxaB2oFl7BeM7saFK/s288/image017.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="308" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjySm6MJ1pOJH6jfd4Iw0jjggG4wBcbtfjr_rWVTeWGtOVPt0IEDLwTGtrlirdwJ9ygpacKxZdz689MTMtjXXSvn3-d_Wn9Hi0RyMcdSqyN0rPOUzPjzLgGqmgZVBbDxaB2oFl7BeM7saFK/s400/image017.jpg" width="400" /></a></div>
<br />
<br />
Output 9 ini merupakan output berupa grafik untuk menunjukkan data – data yang digunakan berasal dari distribusi normal atau tidak. Apabila titik – titik berada disekitar garis maka data berasal dari distribui normal. <br />
<br />
Output 10<br /> <br />
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<a href="http://3.bp.blogspot.com/-f32GFNw2uIo/UFmlfZaWPEI/AAAAAAAACM8/YPDslvZglD4/s288/image018.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="298" src="http://3.bp.blogspot.com/-f32GFNw2uIo/UFmlfZaWPEI/AAAAAAAACM8/YPDslvZglD4/s400/image018.jpg" width="400" /></a></div>
Output ke 10 menunjukkan grafik sebagai pedoman apakah prediksi layak untuk digunakan. Cara mengetahuinya adalah dengan melihat sebaran titik, apakah membentuk pola tertentu atau tidak. <br />
Dari grafik di atas tampak membentuk pola diagonal ke kiri. Hanya 2 titik yang menjauh. Jadi prediksi layak untuk dipakai. <br />
<br />
Output 11<br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-oDFYggKjBc0/UFmlfmSE-uI/AAAAAAAACNU/ZQxEoeE63dw/s288/image019.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="300" src="http://1.bp.blogspot.com/-oDFYggKjBc0/UFmlfmSE-uI/AAAAAAAACNU/ZQxEoeE63dw/s400/image019.jpg" width="400" /></a></div>
<br />
Output ke 11 juga menunjukkan grafik sebagai pedoman apakah prediksi layak untuk digunakan. Cara mengetahuinya adalah dengan melihat pola titik. <br />
Prediksi layak digunakan apabila titik membentuk garis diagonal ke kanan. Dari grafik di atas tampak titik –titik membentuk garis ke kanan atas. <br />
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Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-92167625695566818042012-09-29T23:58:00.001-07:002012-12-01T02:02:31.317-08:00RegresiRegresi dalam statistika adalah salah satu metode untuk menentukan hubungan sebab -akibat antara satu variabel dengan variabel yang lain.Karena jenis hubungan berupa sebab – akibat maka analisa regresi dapat digunakan untuk melakukan peramalan.<br />
<br />
Dalam hal ini digunakan dua macam variabel yaitu variabel bebas (independen) dan variabel tak bebas (dependen). Variabel bebas digunakan untuk melakukan peramalan variabel tak bebas. <b></b> <br />
Kali ini kita akan membahas regresi linier yang sering digunkan, yaitu regresi sederhana dan regresi berganda. <br />
<br />
Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-7055462695870937802012-09-29T13:16:00.001-07:002012-12-01T01:59:02.619-08:00Korelasi Parsial<div class="MsoNormal">
Korelasi parsial adalah uji<span style="mso-spacerun: yes;"> </span>korelasi untuk mengetahui apakah suatu variabel berpengaruh terhadap korelasi antar variabel yang lainnya. Hal ini dilakukan dengan pertama – tama mendapatkan nilai korelasi dengan mengikut sertakan variabel kontrol,<span style="mso-spacerun: yes;"> </span>kemudian mengeluarkan variabel kontrol untuk mengetahui perbedaan nilai korelasi. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
</div>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal">
Contoh : Untuk mengetahui apakah uang saku mempengaruhi<span style="mso-spacerun: yes;"> </span>korelasi jam belajar dan nilai IP mahasiwa maka dilakukan pendataan terhadap 10 sampel mahasiswa sebagai berikut :<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<table align="left" border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-bottom: medium none; border-collapse: collapse; border-left: medium none; border-right: medium none; border-top: medium none; margin-left: 6.75pt; margin-right: 6.75pt; mso-border-alt: solid windowtext .5pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-table-anchor-horizontal: page; mso-table-anchor-vertical: paragraph; mso-table-left: 2.05in; mso-table-lspace: 9.0pt; mso-table-rspace: 9.0pt; mso-table-top: -2.9pt; mso-yfti-tbllook: 480;"> <tbody>
<tr style="height: 13.55pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 13.55pt; mso-border-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: justify;">
IP<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
jam_belajar<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
uang_saku<o:p></o:p></div>
</td></tr>
<tr style="height: 13.55pt; mso-yfti-irow: 1;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3.5<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
3.00<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
800.00<o:p></o:p></div>
</td></tr>
<tr style="height: 13.55pt; mso-yfti-irow: 2;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2.77<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
1.00<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
550.00<o:p></o:p></div>
</td></tr>
<tr style="height: 13.55pt; mso-yfti-irow: 3;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3.2<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
3.50<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 13.55pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
800.00<o:p></o:p></div>
</td></tr>
<tr style="height: 14.3pt; mso-yfti-irow: 4;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2.8<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
3.00<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
600.00<o:p></o:p></div>
</td></tr>
<tr style="height: 14.3pt; mso-yfti-irow: 5;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3.6<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
3.00<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
800.00<o:p></o:p></div>
</td></tr>
<tr style="height: 14.3pt; mso-yfti-irow: 6;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2.75<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
2.00<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
600.00<o:p></o:p></div>
</td></tr>
<tr style="height: 14.3pt; mso-yfti-irow: 7;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2.9<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
1.00<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
750.00<o:p></o:p></div>
</td></tr>
<tr style="height: 14.3pt; mso-yfti-irow: 8;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3.4<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
3.00<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
1000.00<o:p></o:p></div>
</td></tr>
<tr style="height: 14.3pt; mso-yfti-irow: 9;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3.0<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
2.00<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
550.00<o:p></o:p></div>
</td></tr>
<tr style="height: 14.3pt; mso-yfti-irow: 10; mso-yfti-lastrow: yes;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: 147.65pt; mso-element-top: -2.9pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2.00<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
1.00<o:p></o:p></div>
</td> <td style="border-bottom: windowtext 1pt solid; border-left: medium none; border-right: windowtext 1pt solid; border-top: medium none; height: 14.3pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 72.85pt;" valign="top" width="97"><div class="MsoNormal">
500.00<o:p></o:p></div>
</td></tr>
</tbody></table>
<div class="MsoNormal">
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<o:p> </o:p> </div>
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Untuk melakukan analisa korelasi parsial , langkah – langkahnya adalah sebagai berikut :</div>
1. Masukkan data tersebut apada SPSS. Lalu , klik menu Analyze > Correlate > Partial<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-tE-lq6H7Wgk/UFmlUKT5eYI/AAAAAAAACKQ/1kTljauNtCQ/s288/image004.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="275" src="http://3.bp.blogspot.com/-tE-lq6H7Wgk/UFmlUKT5eYI/AAAAAAAACKQ/1kTljauNtCQ/s400/image004.jpg" width="400" /></a></div>
<br />2. Pada kotak dialog, masukkan variabel jam_belajar dan IP pada kotak Variables. Masukkan variabel uang_saku pada kotak Controlling for. Lalu klik Option<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-ksVhqpX-zPw/UFmlUki6NCI/AAAAAAAACKc/cPQpUtsEdmc/s288/image005.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="288" src="http://3.bp.blogspot.com/-ksVhqpX-zPw/UFmlUki6NCI/AAAAAAAACKc/cPQpUtsEdmc/s400/image005.jpg" width="400" /></a></div>
<br />3. Aktifkan pilihan Zero order Correlation. Klik Continue.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-V-_p2p2yu6E/UFmlUpjRWqI/AAAAAAAACKY/1Js-iBeGaC4/s288/image006.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="400" src="http://1.bp.blogspot.com/-V-_p2p2yu6E/UFmlUpjRWqI/AAAAAAAACKY/1Js-iBeGaC4/s400/image006.png" width="383" /></a></div>
<br />4. Klik OK untuk menganalisa<br />
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Pada jendela output akan muncul hasil sebagai berikut :<br />
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<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-OPxL9IUDlTs/UFmlVTZoqYI/AAAAAAAACKo/5-rB51keeNM/s288/image007.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="454" src="http://2.bp.blogspot.com/-OPxL9IUDlTs/UFmlVTZoqYI/AAAAAAAACKo/5-rB51keeNM/s640/image007.png" width="640" /></a></div>
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Output terdiri dari 2 bagian yaitu, bagian pertama menunjukkan korelasi dengan variabel uang saku diikut sertakan. Tampak bahwa koefisien korelasi antara jam_belajar dan IP 0.715. Dan nilai signifikansi 0.02, yang berarti jam belajar dan IP mempunyai korelasi (0.02 < 0.05)<br />
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Pada bagian kedua, variabel uang saku tidak diikut sertakan. Tampak bahwa koefsien korelasi antara jam belajar dan IP menjadi 0.475 (turun dari nilai sebelumnya). Dan nilai signifikansi menjadi 0.197, yang berarti jam belajar dan IP menjadi tidak ada korelasi (0.197 > 0.05). <br />
Hal ini berarti uang saku cukup penting untuk mendorong mahasiswa belajar dan mendapatkan nilai IP yang tinggi. <br />
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Unknownnoreply@blogger.com3tag:blogger.com,1999:blog-6674419634012770421.post-63451613207531414322012-09-29T13:15:00.001-07:002012-12-01T01:42:50.818-08:00Korelasi Pearson<div class="MsoNormal">
Korelasi Pearson merupakan salah satu jenis korelasi yang cukup terkenal. Korelasi Pearson akan memberikan nilai korelasi antar 2 variabel yang diuji. </div>
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<o:p></o:p></div>
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Contoh : Untuk mengetahui hubungan antara berat ibu dan berat bayi yang dilahirkan, dilakukan pendataan berat(kg) sebagai berikut : :<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<table align="left" border="0" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; margin-left: 6.75pt; margin-right: 6.75pt; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-table-anchor-horizontal: page; mso-table-anchor-vertical: page; mso-table-left: 168.6pt; mso-table-lspace: 9.0pt; mso-table-rspace: 9.0pt; mso-table-top: 303.05pt; width: 215px;"> <tbody>
<tr style="height: 12.75pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<u><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">berat Ibu<o:p></o:p></span></u></div>
</td> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<u><span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">berat_bayi<o:p></o:p></span></u></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 1;"> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">45<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">2.27<o:p></o:p></span></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 2;"> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">52<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">2.04<o:p></o:p></span></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 3;"> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">54<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">2.72<o:p></o:p></span></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 4;"> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">56<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">2.08<o:p></o:p></span></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 5;"> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">63<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">3.4<o:p></o:p></span></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 6;"> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">68<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">3.67<o:p></o:p></span></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 7;"> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">70<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">3.4<o:p></o:p></span></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 8;"> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">72<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">3.67<o:p></o:p></span></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 9;"> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">65<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">3.08<o:p></o:p></span></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 10; mso-yfti-lastrow: yes;"> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">70<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 12.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div align="right" class="MsoNormal" style="mso-element-anchor-horizontal: page; mso-element-anchor-vertical: page; mso-element-frame-hspace: 9.0pt; mso-element-left: 168.65pt; mso-element-top: 303.05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly; text-align: right;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">4.0<o:p></o:p></span></div>
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</tbody></table>
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<o:p> </o:p></div>
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Langkah – langkah analisa korelasi Pearsonad adalah sebagai berikut :</div>
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1. Masukkan data tersebut pada SPSS. <br />2. Klik menu Analyze > Correlate > Bivariate..<br />
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<a href="http://4.bp.blogspot.com/-XD2N0mZ-oWM/UFmlT7oOHaI/AAAAAAAACKE/SluFtdK-HBU/s288/image001.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="268" src="http://4.bp.blogspot.com/-XD2N0mZ-oWM/UFmlT7oOHaI/AAAAAAAACKE/SluFtdK-HBU/s400/image001.jpg" width="400" /></a></div>
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3. Pada kotak dialog yang muncul, masukkan variabel berat_ibu dan berat_bayi ke kotak Variables. Pada bagaian Correlations Coefficients pastikan pilihan Pearson aktif.<br />
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<a href="http://1.bp.blogspot.com/-m4aXvLOu7sU/UFmlT-zPeDI/AAAAAAAACKI/hnOY1NpnlzM/s288/image002.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://1.bp.blogspot.com/-m4aXvLOu7sU/UFmlT-zPeDI/AAAAAAAACKI/hnOY1NpnlzM/s288/image002.png" /></a></div>
<br />4. Klik OK untuk proses selanjutnya.<br />
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Maka pada jendela output akan muncul hasil seperti berikut :<br />
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Nilai yang tertera pada bariis Pearson Correlation menunjukkan nilai koefisien korelasi. <br />Nilai korelasi terentang antara – 1 sampai +1. Tanda postitif / negatif menunjukkan arah hubungan. <br />
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Tanda postif menunjukan arah huungan yang searah ( nilai suatu variabel akan meningkat, apabila variabel pasangannya meningkat, demikian pula sebaliknya). <br /><br />
Tanda negatif menunjukan arah hubungan yang berkebalikan ( nilai suatu variabel akan meningkat, apabila variabel pasangannya menurun, demikian pula sebaliknya). <br />
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Angka korelasi 1 menunjukkan adanya korelasi sempurna dan angka 0 menunjukkan tidak adanya korelasi. Tidak ada keentuan yang pasti untuk menentukan seberapa kuat korelasi antar variabel. Yang jelas semakin tinggi nilai koefisien koerlasi maka korelasi antar 2 variabel juga semakin tinggi.<br />
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Pada contoh di atas nilai koefisien korelasi antara berat_ibu dan berat_bayi adalah 0.888. <br />Dapat dikatakan korelasi antara kedau variabel tersebut cukup tinggi. <br />
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Ada tidaknya korelasi juga dapat dilihat dari nilai probabilitas yang tercantum pada baris Sig. Apabila porbabilitas > 0.05 maka tidak ada korelasi. Apabila probabilitas < 0.05 ma antar variabel terdapat korelasi. <br />
Pada contoh di atas nilai probabilitas yang dihasilkan adalah 0.001. Maka antar kedua variabel terdapat korelasi (0.001 < 0.05) <br />
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Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6674419634012770421.post-78289857080186178462012-09-29T12:54:00.001-07:002017-02-14T22:27:25.592-08:00Uji ANOVA Dua Arah<div class="MsoNormal">
Uji ANOVA dua arah pada dasarnya sama, namun ada variabel kelompok yang dikelompokkan lagi. Sebagai contoh, kita menggunakan data pada uji ANOVA satu arah dengan menambahkakan satu variabel lagi yaitu jenis kelamin. </div>
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<o:p></o:p></div>
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Selain mengelompokkan pasien menggunakan jenis obat yang diminum, kita juga mengelompokkan berdasarkan jenis kelamin. Dengan uji ANOVA dua arah kita dapat melakukan uji interaksi antar 2 variabel kategori tersebut. Berikut data yang <st1:place w:st="on"><st1:state w:st="on">kan</st1:state></st1:place> di analisa :<o:p></o:p></div>
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<table align="left" border="0" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; margin-left: 6.75pt; margin-right: 6.75pt; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-table-anchor-horizontal: column; mso-table-anchor-vertical: paragraph; mso-table-left: center; mso-table-lspace: 9.0pt; mso-table-overlap: never; mso-table-rspace: 9.0pt; mso-table-top: .05pt; width: 290px;"> <tbody>
<tr style="height: 13.25pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
tekanan_darah<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
kelompok<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
jenis_kelamin<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 1;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
110<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 2;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
115<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 3;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
120<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 4;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
125<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 5;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
130<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 6;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
135<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 7;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
140<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
1<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 8;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
105<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 9;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
115<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 10;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
125<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 11;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
125<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 12;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
125<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 13;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
140<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 14;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
140<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
2<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 15;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
130<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 16;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
145<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 17;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
145<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 18;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
150<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 19;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
150<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 20;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
170<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
2<o:p></o:p></div>
</td></tr>
<tr style="height: 13.25pt; mso-yfti-irow: 21; mso-yfti-lastrow: yes;"> <td nowrap="nowrap" style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.8pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
175<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 58.8pt;" valign="bottom" width="78"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
3<o:p></o:p></div>
</td> <td style="height: 13.25pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 78.15pt;" valign="top" width="104"><div class="MsoNormal">
1<o:p></o:p></div>
</td></tr>
</tbody></table>
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Kode kelompok pasien :<o:p></o:p></div>
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1 :<span style="mso-spacerun: yes;"> </span>pasien minum obat A<o:p></o:p></div>
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2 :<span style="mso-spacerun: yes;"> </span>pasien minum obat B<o:p></o:p></div>
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3 :<span style="mso-spacerun: yes;"> </span>pasien minum obat C<o:p></o:p></div>
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Kode jenis kelamin :<o:p></o:p></div>
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1:<span style="mso-spacerun: yes;"> </span>pria <o:p></o:p></div>
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2 : wanita<o:p></o:p></div>
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Untuk melakukan uji ANOVA dua arah, lakukan langkah – langkah berikut : </div>
1. Masukkan data di atas pada SPSS. Pastikan melakukan pengkodean kategori. Lalu klik menu Analyze > General Linear Model > Univariate<br />
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2. Pada kotak dialog yang muncul, masukkan variabe tekanan darah pada kotak Dependent Variable. Masukkan variabel kelompok dan jenis_kelamin pada kotak Fixed Factor(s).<br />
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<a href="http://2.bp.blogspot.com/-gBdE5GgAhzo/UFmlNB_2ZyI/AAAAAAAACJk/YYkyxhG8Ir8/s288/image013.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://2.bp.blogspot.com/-gBdE5GgAhzo/UFmlNB_2ZyI/AAAAAAAACJk/YYkyxhG8Ir8/s288/image013.jpg" /></a></div>
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3. Klik menu OK unutk melakukan proses. <br />
Maka pada jendela output akan muncul 2 hasil,. Berikut penjelasannya.<br />
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Output 1.<br />
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<a href="http://2.bp.blogspot.com/-H-FLc7fy46M/UFmlNOLlDTI/AAAAAAAACJc/E0iCQEDlSzQ/s288/image014.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="215" src="https://2.bp.blogspot.com/-H-FLc7fy46M/UFmlNOLlDTI/AAAAAAAACJc/E0iCQEDlSzQ/s400/image014.png" width="400" /></a></div>
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Output pertama ini menunjukkan jumlah data yang diproses. Untuk masing – masing kategori disajikan informasi jumlah datanya.<br />
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Output 2 :<br />
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<a href="http://2.bp.blogspot.com/-zeRYeZ9ZN8w/UFmlNJ71EOI/AAAAAAAACJg/-9hmLqyXK8M/s288/image015.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="312" src="https://2.bp.blogspot.com/-zeRYeZ9ZN8w/UFmlNJ71EOI/AAAAAAAACJg/-9hmLqyXK8M/s640/image015.jpg" width="640" /></a></div>
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Pada output ke – 2 ini kita bisa melakukan analisa. Pada uji ANOVA dua arah, terdapat 2 jenis analisa yang dapat dilakukan , yaitu uji beda mean berdasar variabel yang berbeda (jenis kelamin dan jenis obat ) dan uji interaksi antar variabel kategori.<br />
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- Uji beda mean tekanan darah berdasar jenis obat yang digunakan<br />
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Pertama, kita membuat hipotesis sebagai berikut : <br />
Ho = Mean tekanan darah orang peminum obat A, obat B dan obat C adalah sama<br />
H1 = Mean tekanan darah orang peminum obat A, obat B dan obat C adalah tidak sama (ada perbedaan) <br />
<br />
Agar mudah kita menggunakan nilai probabilitas untuk mengambil keputusan. Nilai probabilitas terletak pada kolom Sig. Apabila probabilitas > 0.05 maka Ho diterima. Apabila probabilitas < 0.05 maka Ho ditolak. <br />
Probabilitas berdasar variabel kelompok pasien adalah 0.009. Maka Ho diterima (0.009 > 0.005) Jadi keputusan yang diambil adalah H0, yaitu : mean tekanan darah orang peminum obat A, obat B dan obat C adalah sama.<br />
<br />
- Uji Mean tekanan darah berdasar jenis obat yang digunakan <br />
Pertama, kita membuat hipotesis sebagai berikut : <br />
Ho = Mean tekanan darah antara pria dan wanita adalah sama<br />
H1 = Mean tekanan darah antara pria dan wanita tidak sama <br />
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Agar mudah kita menggunakan nilai probabilitas untuk mengambil keputusan. Apabila probabilitas > 0.05 maka Ho diterima. Apabila probabilitas < 0.05 maka Ho ditolak. <br />
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Probabilitas berdasar variabel jenis_kelamin adalah 0.137. Maka Ho diterima (0.137 > 0.05). Jadi keputusan yang diambil adalah Ho, yaitu : mean tekanan darah orang peminum obat A, obat B dan obat C adalah sama<br />
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- Uji interaksi antar variabel kelompok pasien dan jenis_kelamin<br />
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Kali ini kita akan menguji apakah ada interaksi antara variabel yang menjadi faktor pengukuran. Dalam hal ini apakah ada interaksi antara variabel kelompok pasien dan jenis kelamin. <br />
Untuk uji interaksi antara variabel , apabila probabilitas > 0.05 maka antar variabel tidak ada interaksi.<br />
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Apabila probabiltas < 0.05 maka antar variabel terdapat interaksi. <br />
Untuk probabilitas interaksi kita menggunakan probabilitas pada baris kelompok*jenis kelamin. Didapat probabilitas 0.886. maka dapat diambil kesimpulan ada interaksi antara variabel kelompok pasien dan jenis kelamin. (0.886 > 0.005) <br />
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<br />Unknownnoreply@blogger.com7tag:blogger.com,1999:blog-6674419634012770421.post-27223439508092672452012-09-29T12:53:00.001-07:002015-05-29T04:28:37.052-07:00Uji ANOVA Satu Arah<div class="MsoNormal">
Uji ANOVA satu arah digunakan untuk menguji apakah ada perbedaan rata-rata lebih dua sampel yang bersifat bebas satu sama lain.</div>
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<o:p></o:p></div>
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Contoh : untuk mengetahui efek dari 3 macam merek obat penurun tekanan darah. Pasien dikelompokkan menjadi 3 macam, yaitu pasien peminum obat merek A, pasien peminum obat merek B dan pasien peminum obat merek C<span style="mso-spacerun: yes;"> </span>Berikut data tekanan darah dari 3 kelompok pasien : <o:p></o:p></div>
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<table align="left" border="0" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; margin-left: 6.75pt; margin-right: 6.75pt; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-table-anchor-horizontal: column; mso-table-anchor-vertical: paragraph; mso-table-left: center; mso-table-lspace: 9.0pt; mso-table-overlap: never; mso-table-rspace: 9.0pt; mso-table-top: .05pt; width: 168px;"> <tbody>
<tr style="height: 15.75pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">tekanan_darah<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">kelompok<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 1;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">110<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">1<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 2;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">115<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">1<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 3;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">120<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">1<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 4;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">125<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">1<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 5;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">130<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">1<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 6;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">135<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">1<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 7;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">140<o:p></o:p></span></div>
</td> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">1<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 8;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">105<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">2<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 9;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">115<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">2<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 10;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">125<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">2<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 11;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">125<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">2<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 12;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">125<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">2<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 13;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">140<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">2<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 14;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">140<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">2<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 15;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">130<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">3<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 16;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">145<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">3<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 17;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">145<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">3<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 18;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">150<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">3<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 19;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">150<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">3<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 20;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">170<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">3<o:p></o:p></span></div>
</td></tr>
<tr style="height: 15.75pt; mso-yfti-irow: 21; mso-yfti-lastrow: yes;"> <td nowrap="nowrap" style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 80.9pt;" valign="bottom" width="108"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">175<o:p></o:p></span></div>
</td> <td style="height: 15.75pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 45pt;" valign="bottom" width="60"><div class="MsoNormal" style="mso-element-anchor-horizontal: column; mso-element-anchor-vertical: paragraph; mso-element-frame-hspace: 9.0pt; mso-element-left: center; mso-element-top: .05pt; mso-element-wrap: around; mso-element: frame; mso-height-rule: exactly;">
<span style="font-family: 'Arial','sans-serif'; font-size: 10pt;">3<o:p></o:p></span></div>
</td></tr>
</tbody></table>
<div class="MsoNormal">
<br clear="all" style="mso-special-character: line-break;" />
<o:p></o:p></div>
<div class="MsoNormal">
Karena dilakukan pengelompokan, maka data kelompok pasien perlu dikodekan<span style="mso-spacerun: yes;"> </span>sebagai berikut : <o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Kelompok 1 :<span style="mso-spacerun: yes;"> </span>pasien minum obat A<o:p></o:p></div>
<div class="MsoNormal">
Kelompok 2 :<span style="mso-spacerun: yes;"> </span>pasien minum obat B<o:p></o:p></div>
<div class="MsoNormal">
Kelompok 3 :<span style="mso-spacerun: yes;"> </span>pasien minum obat C<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Untuk melakukan uji ANOVA satu arah lakukan langkah – langkah berikut:</div>
1. Masukan data di atas. Pastikan melakukan pengkodean data kategori.<br />
2. Klik menu Analyze > Compare Means > One-Way ANOVA<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/-e9v-WTNVeEc/UFmlJvmmVAI/AAAAAAAACIM/ph6VcGpLVXM/s288/image001.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="225" src="http://2.bp.blogspot.com/-e9v-WTNVeEc/UFmlJvmmVAI/AAAAAAAACIM/ph6VcGpLVXM/s400/image001.jpg" width="400" /></a></div>
<br />
3. Masukkan variabel tekanan_darah pada kotak Dependent List<br />
Masukkan variabel jenis_obat pada kotak Factor. Kotak Factor digunakan untuk memasukkan data kategori. Lalu klik menu Options.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-tl46XF8ShKI/UFmlJg-_JwI/AAAAAAAACH8/euU7WZ7gj1Q/s288/image002.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://3.bp.blogspot.com/-tl46XF8ShKI/UFmlJg-_JwI/AAAAAAAACH8/euU7WZ7gj1Q/s288/image002.jpg" /></a></div>
<br />
4. Aktifkan pilihan Descriptive dan Homogeneity of variance test. Klik Continue.<br />
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<a href="http://2.bp.blogspot.com/-Sfz96GtQGyk/UFmlJpxXZfI/AAAAAAAACIE/y4fXXVUR-wA/s288/image003.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-Sfz96GtQGyk/UFmlJpxXZfI/AAAAAAAACIE/y4fXXVUR-wA/s288/image003.png" /></a></div>
<br />
5. Klik menu Post Hoc <br />
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<a href="http://3.bp.blogspot.com/-fUBsOXuml_g/UFmlKdCNX6I/AAAAAAAACII/2UUM68ncmrY/s288/image004.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="90" src="http://3.bp.blogspot.com/-fUBsOXuml_g/UFmlKdCNX6I/AAAAAAAACII/2UUM68ncmrY/s200/image004.png" width="200" /></a></div>
<br />
6. Aktifkan pilihan Bonferroni dan Tukey. Klik Continue untuk kembali ke kotak dialog utama<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-QHdNP5tCIsM/UFmlK9ngRAI/AAAAAAAACIc/KO_ej2azT1s/s288/image005.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="279" src="http://1.bp.blogspot.com/-QHdNP5tCIsM/UFmlK9ngRAI/AAAAAAAACIc/KO_ej2azT1s/s400/image005.jpg" width="400" /></a></div>
<br />
7. Klik tombol OK untuk proses selanjutnya <br />
Maka pada jendela output akan muncul 5 hasil analisa sekaligus. Berikut adalah penjelasannya : <br />
<br />
Output 1 : <br />
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<a href="http://2.bp.blogspot.com/-7sFebTpv_j0/UFmlLNiaI0I/AAAAAAAACIo/Wf0gHwKsT9o/s288/image006.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="111" src="http://2.bp.blogspot.com/-7sFebTpv_j0/UFmlLNiaI0I/AAAAAAAACIo/Wf0gHwKsT9o/s400/image006.jpg" width="400" /></a></div>
<br />
Merupakan Statistik Deskriptif, menyajikan informasi mengenai data. Kolom N menunjukkan jumlah data untuk masing – masing pengelompokan jenis obat. Kolom Mean menyajikan informasi mengenai mean tekanan darah untuk masing – masing jenis obat. <br />
<br />
Output 2<br />
<br />
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<a href="http://3.bp.blogspot.com/-VUeg_QLo9ys/UFmlLIEMQTI/AAAAAAAACIs/bkeSqkfEWKc/s288/image007.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="188" src="http://3.bp.blogspot.com/-VUeg_QLo9ys/UFmlLIEMQTI/AAAAAAAACIs/bkeSqkfEWKc/s400/image007.png" width="400" /></a></div>
<br />
<br />
Output ke – 2 ini ditujukan untuk melakukan uji kesamaan homogen. Salah satu syarat untuk melakukan uji ANOVA satu arah apabila data mempunyai varians sama (homogen). <br />
<br />
Caranya adalah dengan membandingkan nilai signifikasi pada Sig. dengan nilai signifikasi yang digunakan (SPSS secara default menggunakan nilai signifikasi 0.05) <br />
<br />
Untuk pengujian varians apabila nilai siginifikasi (probabilitas) > 0.05 maka data mempunyai varians sama. Apabila nilai siginifikasi < 0.05 maka data mempunyai varians yang berbeda. <br />
Dari data di atas terlihat bahwa nilai signifikasi probabilitas 0.708, maka data diatas mempunyai varians yang sama. (0.708 > 0.05). Dengan demikian telah memenuhi sayarat uji ANOVA. Kita bisa melanjutkan analisis. <br />
<br />
Output 3 :<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
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<br />
<br />
<br />
<br />
<br />
Output ke – 3 ini memberi nilai untuk menganalisa apakah terdapat perbedaan rata – rata antara variabel yang diuji. <br />
Ho = Rata – rata tekanan darah orang peminum obat A, obat B dan obat C adalah sama<br />
H1 = Rata – rata tekanan darah orang peminum obat A, obat B dan obat C adalah tidak sama (ada perbedaan) <br />
<br />
Untuk mengambil keputusan kita memerlukan tabel F dengan tingkat signifikan 0.05 (terlampir pada buku ini) .<br />
<br />
Nilai – nilai yang penting untuk melakukan analisa adalah : <br />
- Fhitung = 10.005 (untuk pengambilan keputusan)<br />
- df Between Groups = jumlah variabel – 1 = 3 – 1 = 2 (nilai df1 pada tabel F)<br />
- df Within Groups = jumlah data – jumlah variabel = 21 – 3 = 18 (nilai df2 pada tabel F) <br />
dari tabel maka didapat Ftabel = 3.554557 <br />
<br />
Ilustrasi cara membaca tabel F adalah sebagai berikut :<br />
<br />
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<a href="http://2.bp.blogspot.com/-31uKTyS__Fc/UFmlL5p6mJI/AAAAAAAACI0/rjAp850uXRE/s288/image009.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://2.bp.blogspot.com/-31uKTyS__Fc/UFmlL5p6mJI/AAAAAAAACI0/rjAp850uXRE/s288/image009.jpg" /></a></div>
<br />
<br />
Pilih df1 yang digunakan (18), tarik kekanan sampai kolom df2 yang digunakan maka kita akan menemukan nilai Ftabel. <br />
<br />
Pada ANOVA, syarat agar diterima atau tidak adalah sebagai berikut : <br />
Apabila Ftabel > Fhitung maka Ho diterima<br />
Apabila Ftabel < Fhitung maka Ho ditolak <br />
<br />
Dari data yang kita dapat Ftabel < Fhitung (3.554557 < 10.005) maka Ho ditolak. Jadi keputusan yang diambil mengunakan H1 , yaitu : Rata – rata tekanan darah orang peminum obat A, obat B dan obat C adalah tidak sama (ada perbedaan).<br />
<br />
Atau dengan kata lain jenis obat memberi efek pada tekanan darah. <br />
<br />
Kita juga bisa mengambil keputusan berdasarkan nilai probabilitas yang tercantum pada kolom Sig. Apabila probabilitas > 0.05 maka Ho diterima. Apabila probabilitas < 0.05 maka Ho ditolak. <br />
Dari hasil diatas, probabilitas yang dihasilkan adalah 0.001. Maka Ho ditolak (0.001 < 0.001) <br />
<br />
Output 4<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-tW25vvxwWH8/UFmlMAmVqII/AAAAAAAACJM/7DL1gsOq4Xw/s288/image010.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="251" src="http://3.bp.blogspot.com/-tW25vvxwWH8/UFmlMAmVqII/AAAAAAAACJM/7DL1gsOq4Xw/s400/image010.jpg" width="400" /></a></div>
<br />
<br />
Output ke – 4 Post Hoc Tests digunakan untuk mengetahui variabel mana yang memiliki perbedaan yang signifikan. Cara menganalisanya adalah dengan melihat ada tidaknya tanda * pada kolom Mean Difference.<br />
<br />
Tanda * menunjukkan adanya perbedaan mean yang signifikan . <br />
Contoh : <br />
- Mean tekanan darah peminum obat A berbeda signifikan dengan peminum obat C<br />
- Mean tekanan darah peminum obat B berbeda signifikan dengan peminum obat C <br />
Baris Turkey HSD dan Bonferroni memberikan informasi yang sama. <br />
<br />
Output 5:<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://2.bp.blogspot.com/--NC5cLRbd2g/UFmlMEf6BqI/AAAAAAAACJI/KkVZbt5tgNE/s288/image011.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="229" src="http://2.bp.blogspot.com/--NC5cLRbd2g/UFmlMEf6BqI/AAAAAAAACJI/KkVZbt5tgNE/s400/image011.png" width="400" /></a></div>
<br />
<br />
Apabila output sebelumnya digunakan untuk mencari variabel mana yang mempunyai perbedaan mean, maka output Homogeneous Subsets digunakan untuk mengetahui sampel / variabel mana yang mempunyai perbedaan yang tidak terlalu signifikan. <br />
<br />
Caranya adalah dengan memperhatikan kolom Subset. Pada tabel diatas, kolom subset 1 terdapat 2 nilai dari variabel obat A dan B. Hal ini berarti mean tekanan darah peminum obat A dan obat B tidak memiliki perbedaan yang signifikan.Unknownnoreply@blogger.com10tag:blogger.com,1999:blog-6674419634012770421.post-27969473816372346942012-09-29T12:49:00.001-07:002012-12-01T01:02:13.310-08:00Uji Z<div class="MsoNormal">
Pada dasarnya uji z adalah sama dengan uji t . Hnaya saja uji z ditujukan untuk jumlah data yang relatif besar (> 10). Sebagai contoh , kita akan menggunakan data pada bab yang digunakan pada uji t satu sampel dengan jumlah data yang lebih besar.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
</div>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal">
Berikut data yang akan digunakan : <o:p></o:p></div>
<div align="center">
<table border="1" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-bottom: medium none; border-collapse: collapse; border-left: medium none; border-right: medium none; border-top: medium none; mso-border-alt: solid windowtext .5pt; mso-border-insideh: .5pt solid windowtext; mso-border-insidev: .5pt solid windowtext; mso-padding-alt: 0in 5.4pt 0in 5.4pt; mso-yfti-tbllook: 480;"> <tbody>
<tr style="height: 12.75pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: windowtext 1pt solid; height: 12.75pt; mso-border-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
berat_siswa<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 1;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
45<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 2;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
60<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 3;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
65<o:p></o:p></div>
</td></tr>
<tr style="height: 13.45pt; mso-yfti-irow: 4;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.45pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
55<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 5;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
65<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 6;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
60<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 7;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
50<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 8;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
70<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 9;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
60<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 10;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
53<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 11;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
80<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 12;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
40<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 13;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
56<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 14;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
85<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 15;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
77<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 16;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
60<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 17;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
52<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 18;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
41<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 19;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
56<o:p></o:p></div>
</td></tr>
<tr style="height: 13.45pt; mso-yfti-irow: 20;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.45pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
88<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 21;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
56<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 22;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
69<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 23;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
45<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 24;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
50<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 25;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
56<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 26;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
58<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 27;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
75<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 28;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
65<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 29;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
74<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 30;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
55<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 31;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
53<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 32;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
65<o:p></o:p></div>
</td></tr>
<tr style="height: 12.75pt; mso-yfti-irow: 33;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 12.75pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
58<o:p></o:p></div>
</td></tr>
<tr style="height: 13.45pt; mso-yfti-irow: 34; mso-yfti-lastrow: yes;"> <td style="border-bottom: windowtext 1pt solid; border-left: windowtext 1pt solid; border-right: windowtext 1pt solid; border-top: medium none; height: 13.45pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding-bottom: 0in; padding-left: 5.4pt; padding-right: 5.4pt; padding-top: 0in; width: 77.7pt;" valign="top" width="104"><div class="MsoNormal">
45<o:p></o:p></div>
</td></tr>
</tbody></table>
</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Langkah – langkah melakukan uji z adalah sebagai berikut <o:p></o:p></div>
<div class="MsoNormal">
Kemudian lakukan pengolahan dengan SPSS sebagai berikut :</div>
<a name='more'></a><br />
1. Masukkan data tersebut pada SPSS. <br />2. Klik menu Analyze > Compare Means > One-Sample T test…<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://3.bp.blogspot.com/-y7Ek7htjY5I/UFmlErYhJhI/AAAAAAAACHE/W5RRW-WQiTk/s288/image001.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://3.bp.blogspot.com/-y7Ek7htjY5I/UFmlErYhJhI/AAAAAAAACHE/W5RRW-WQiTk/s288/image001.jpg" /></a></div>
<br />3. Masukkan variabel berat_siswa pada kotak Test variable. <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-P1Mccr6t48M/UFmlEh2eZqI/AAAAAAAACHM/iqSG2aG-br8/s288/image002.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://4.bp.blogspot.com/-P1Mccr6t48M/UFmlEh2eZqI/AAAAAAAACHM/iqSG2aG-br8/s288/image002.jpg" /></a></div>
<br />4. Pada kotak Test value masukkan angka 55 (nilai yang akan diuji).Klik OK untuk melakukan perhitungan.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://4.bp.blogspot.com/-Z-4TJsvvuVo/UFmlEmdZUAI/AAAAAAAACHI/fYnHGP6-mtI/s288/image003.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://4.bp.blogspot.com/-Z-4TJsvvuVo/UFmlEmdZUAI/AAAAAAAACHI/fYnHGP6-mtI/s288/image003.jpg" /></a></div>
<br />
Pada jendela output akan muncul hasil perhitungan<br />
<br />Output 1<br />
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<a href="http://3.bp.blogspot.com/-p5LCfa0rreQ/UFmlFMWBoKI/AAAAAAAACHc/V0CX-mgeHTQ/s288/image004.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="83" src="http://3.bp.blogspot.com/-p5LCfa0rreQ/UFmlFMWBoKI/AAAAAAAACHc/V0CX-mgeHTQ/s400/image004.png" width="400" /></a></div>
<br />
Output pertama memberikan informasi mengenai jumlah data yang diolah. Kolom N menunjukkan banyaknya data yang diolah. Kolom Mean menunjukkan rata – rata dari nilai data.dan kolom Std Deviation menunjukkan nilai standar deviasi.<br />
<br />
Output 2<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-lDXvBmmylQ0/UFmlFE4G9WI/AAAAAAAACHY/RlYIgvQjwH0/s288/image005.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="93" src="http://1.bp.blogspot.com/-lDXvBmmylQ0/UFmlFE4G9WI/AAAAAAAACHY/RlYIgvQjwH0/s400/image005.jpg" width="400" /></a></div>
<br />
<br />
<br />
<br />Pada output ke 2 ini memberikan nilai inormasi untuk mengambil keputusan<br />
<br />Sebelum mengambil keputusan, pertam – tama kita membuat sebagai berikut : <br />
Ho = berat rata – rata kelas 2 SMA adalah 55 kg<br />Hi = berat rata – rata kelas 2 SMA tidak sama dengan 55 kg<br />
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Syarat H0 diterima atau tidak berdasarkan nilai probabilitas sebagai berikut : <br />
Apabila probabilitas > 0.05 maka H0 diterima <br />Apabila probabilitas < 0.05 maka H0 ditolak<br />
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Dari hasil di atas pada kolom Sig terlihat bahwa nilai probabilitas 0.019.<br />Maka H0 ditolak (0.019 < 0.05) . Dengan demikian keputusan yang diambil adalah <br />Jadi : berat rata – rata kelas 2 SMA tidak sama dengan 55 kg.<br />
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Apabila kita menggunakan tabel statistika, maka kita dapat menggunakan tabel t. <br />
Sama dengan uji t, bedanya kasusnya banyak (lebih dari 30) <br />
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