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SASLogisticRegression.html
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SASLogisticRegression.html
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<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html>
<meta name="Generator" content="SAS Software, see www.sas.com">
<meta http-equiv="Content-type" content="text/html; charset=utf-8">
<title>SAS Output</title>
<style type="text/css">
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<link rel="stylesheet" type="text/css" href='SASLogisticRegression/HtmlBlue.css' >
<body class="Body">
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<tr>
<td>
<p class="proctitle" style="VERTICAL-ALIGN:middle; TEXT-ALIGN:center"><span class="proctitle">The LOGISTIC Procedure</span><br/>
</p>
</td>
</tr>
</table>
<table width="100%" cellspacing="10 px" >
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<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="2"scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Data Set</td>
<td nowrap class="b data" style="TEXT-ALIGN:left">WORK.DATA_SET</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Response Variable</td>
<td nowrap class="b data" style="TEXT-ALIGN:left">dv</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Number of Response Levels</td>
<td nowrap class="b data" style="TEXT-ALIGN:left">2</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Model</td>
<td nowrap class="b data" style="TEXT-ALIGN:left">binary logit</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Optimization Technique</td>
<td nowrap class="b data" style="TEXT-ALIGN:left">Fisher's scoring</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
</colgroup>
<thead>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Number of Observations Read</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">40459</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Number of Observations Used</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">40459</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="3"scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Ordered<br/>Value</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:left"scope="colgroup"> dv</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Total<br/>Frequency</th>
</tr>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:right">1</td>
<td nowrap class="b data" style="TEXT-ALIGN:left">1</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">7738</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:right">2</td>
<td nowrap class="b data" style="TEXT-ALIGN:left">0</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">32721</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
</table>
<div>
<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
<tr>
<td>
<p class="proctitle" style="VERTICAL-ALIGN:middle; TEXT-ALIGN:center"><span class="proctitle">Probability modeled is dv=1.<br/></span>
</p>
</td>
</tr>
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<table width="100%" cellspacing="10 px" >
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<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
<tr>
<td>
<p class="proctitle" style="VERTICAL-ALIGN:middle; TEXT-ALIGN:center"><span class="proctitle">Stepwise Selection Procedure<br/></span>
</p>
</td>
</tr>
</table>
<table width="100%" cellspacing="10 px" >
</table>
<table width="100%" cellspacing="10 px" style="margin-bottom: 10px;">
</table>
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<div>
<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
<tr>
<td>
<p class="proctitle" style="VERTICAL-ALIGN:middle; TEXT-ALIGN:center"><span class="proctitle">Step 0. Intercept entered:<br/></span>
</p>
</td>
</tr>
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<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
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<table width="100%" cellspacing="10 px" >
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"scope="colgroup">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<td nowrap class="b data" style="TEXT-ALIGN:center">Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
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</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="data">
</colgroup>
<thead>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">-2 Log L</td>
<td nowrap class="b data" style="TEXT-ALIGN:left">=</td>
<td nowrap class="b data" style="TEXT-ALIGN:left">39491.068</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="data">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="3"scope="colgroup">Residual Chi-Square Test</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Chi-Square</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">DF</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Pr > ChiSq</th>
</tr>
</thead>
<tbody>
<td nowrap class="b data" style="TEXT-ALIGN:right">19250.4434</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">40</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
</table>
<table width="100%" cellspacing="10 px" style="margin-bottom: 10px;">
</table>
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<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
<tr>
<td>
<p class="proctitle" style="VERTICAL-ALIGN:middle; TEXT-ALIGN:center"><span class="proctitle">Step 1. Effect var35 entered:<br/></span>
</p>
</td>
</tr>
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<table width="100%" cellspacing="10 px" >
</table>
<table width="100%" cellspacing="10 px" style="margin-bottom: 10px;">
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<table width="100%" cellspacing="10 px" >
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<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"scope="colgroup">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<td nowrap class="b data" style="TEXT-ALIGN:center">Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="3"scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:left"scope="colgroup">Criterion</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Intercept Only</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Intercept and Covariates</th>
</tr>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">AIC</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39493.068</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">24441.266</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">SC</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39501.676</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">24458.482</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">-2 Log L</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39491.068</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">24437.266</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="rowheader">
<col class="data">
</colgroup>
<thead>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">R-Square</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">0.3107</td>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Max-rescaled R-Square</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">0.4985</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="4"scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:left"scope="colgroup">Test</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Chi-Square</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">DF</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Pr > ChiSq</th>
</tr>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Likelihood Ratio</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">15053.8026</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">1</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Score</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">16668.8308</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">1</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Wald</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">8866.0343</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">1</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="data">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="3"scope="colgroup">Residual Chi-Square Test</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Chi-Square</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">DF</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Pr > ChiSq</th>
</tr>
</thead>
<tbody>
<td nowrap class="b data" style="TEXT-ALIGN:right">4463.8100</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
</table>
<table width="100%" cellspacing="10 px" style="margin-bottom: 10px;">
</table>
</div>
<div>
<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
<tr>
<td>
<p class="notecontent" style="VERTICAL-ALIGN:middle; TEXT-ALIGN:center"><span class="notecontent">Note: No effects for the model in Step 1 are removed.<br/></span>
</p>
</td>
</tr>
</table>
<table width="100%" cellspacing="10 px" >
</table>
<table width="100%" cellspacing="10 px" style="margin-bottom: 10px;">
</table>
</div>
<div>
<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
<tr>
<td>
<p class="proctitle" style="VERTICAL-ALIGN:middle; TEXT-ALIGN:center"><span class="proctitle">Step 2. Effect var38 entered:<br/></span>
</p>
</td>
</tr>
</table>
<table width="100%" cellspacing="10 px" >
</table>
<table width="100%" cellspacing="10 px" style="margin-bottom: 10px;">
</table>
</div>
<div>
<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
</table>
<table width="100%" cellspacing="10 px" >
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"scope="colgroup">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<td nowrap class="b data" style="TEXT-ALIGN:center">Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="3"scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:left"scope="colgroup">Criterion</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Intercept Only</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Intercept and Covariates</th>
</tr>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">AIC</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39493.068</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">22685.868</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">SC</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39501.676</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">22711.692</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">-2 Log L</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39491.068</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">22679.868</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="rowheader">
<col class="data">
</colgroup>
<thead>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">R-Square</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">0.3400</td>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Max-rescaled R-Square</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">0.5456</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="4"scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:left"scope="colgroup">Test</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Chi-Square</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">DF</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Pr > ChiSq</th>
</tr>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Likelihood Ratio</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">16811.2008</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">2</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Score</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">17041.3598</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">2</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Wald</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">8334.1235</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">2</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="data">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="3"scope="colgroup">Residual Chi-Square Test</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Chi-Square</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">DF</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Pr > ChiSq</th>
</tr>
</thead>
<tbody>
<td nowrap class="b data" style="TEXT-ALIGN:right">2591.6171</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">38</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
</table>
<table width="100%" cellspacing="10 px" style="margin-bottom: 10px;">
</table>
</div>
<div>
<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
<tr>
<td>
<p class="notecontent" style="VERTICAL-ALIGN:middle; TEXT-ALIGN:center"><span class="notecontent">Note: No effects for the model in Step 2 are removed.<br/></span>
</p>
</td>
</tr>
</table>
<table width="100%" cellspacing="10 px" >
</table>
<table width="100%" cellspacing="10 px" style="margin-bottom: 10px;">
</table>
</div>
<div>
<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
<tr>
<td>
<p class="proctitle" style="VERTICAL-ALIGN:middle; TEXT-ALIGN:center"><span class="proctitle">Step 3. Effect var39 entered:<br/></span>
</p>
</td>
</tr>
</table>
<table width="100%" cellspacing="10 px" >
</table>
<table width="100%" cellspacing="10 px" style="margin-bottom: 10px;">
</table>
</div>
<div>
<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
</table>
<table width="100%" cellspacing="10 px" >
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"scope="colgroup">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<td nowrap class="b data" style="TEXT-ALIGN:center">Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="3"scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:left"scope="colgroup">Criterion</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Intercept Only</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Intercept and Covariates</th>
</tr>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">AIC</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39493.068</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">21313.366</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">SC</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39501.676</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">21347.798</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">-2 Log L</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39491.068</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">21305.366</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="rowheader">
<col class="data">
</colgroup>
<thead>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">R-Square</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">0.3620</td>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Max-rescaled R-Square</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">0.5809</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="4"scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:left"scope="colgroup">Test</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Chi-Square</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">DF</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Pr > ChiSq</th>
</tr>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Likelihood Ratio</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">18185.7020</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">3</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Score</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">17640.0792</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">3</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Wald</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">8196.3169</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">3</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="data">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="3"scope="colgroup">Residual Chi-Square Test</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Chi-Square</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">DF</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Pr > ChiSq</th>
</tr>
</thead>
<tbody>
<td nowrap class="b data" style="TEXT-ALIGN:right">1519.5335</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">37</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
</table>
<table width="100%" cellspacing="10 px" style="margin-bottom: 10px;">
</table>
</div>
<div>
<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
<tr>
<td>
<p class="notecontent" style="VERTICAL-ALIGN:middle; TEXT-ALIGN:center"><span class="notecontent">Note: No effects for the model in Step 3 are removed.<br/></span>
</p>
</td>
</tr>
</table>
<table width="100%" cellspacing="10 px" >
</table>
<table width="100%" cellspacing="10 px" style="margin-bottom: 10px;">
</table>
</div>
<div>
<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
<tr>
<td>
<p class="proctitle" style="VERTICAL-ALIGN:middle; TEXT-ALIGN:center"><span class="proctitle">Step 4. Effect var34 entered:<br/></span>
</p>
</td>
</tr>
</table>
<table width="100%" cellspacing="10 px" >
</table>
<table width="100%" cellspacing="10 px" style="margin-bottom: 10px;">
</table>
</div>
<div>
<table width="100%" cellspacing="10 px" style="margin-top: 10px;">
</table>
<table width="100%" cellspacing="10 px" >
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"scope="colgroup">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<td nowrap class="b data" style="TEXT-ALIGN:center">Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="3"scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:left"scope="colgroup">Criterion</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Intercept Only</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Intercept and Covariates</th>
</tr>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">AIC</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39493.068</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">20950.632</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">SC</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39501.676</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">20993.672</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">-2 Log L</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">39491.068</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">20940.632</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="rowheader">
<col class="data">
</colgroup>
<thead>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">R-Square</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">0.3678</td>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Max-rescaled R-Square</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">0.5901</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="rowheader">
<col class="data">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="4"scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:left"scope="colgroup">Test</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Chi-Square</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">DF</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Pr > ChiSq</th>
</tr>
</thead>
<tbody>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Likelihood Ratio</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">18550.4362</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">4</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Score</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">18069.5828</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">4</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
<tr>
<td nowrap class="b rowheader" style="TEXT-ALIGN:left">Wald</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">8298.0070</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">4</td>
<td nowrap class="b data" style="TEXT-ALIGN:right"><.0001</td>
</tr>
</tbody>
</table>
</div>
</td>
</tr>
<tr>
<td>
<div style="TEXT-ALIGN:center ">
<table class="table" cellspacing="0" cellpadding="0">
<colgroup>
<col class="data">
<col class="data">
<col class="data">
</colgroup>
<thead>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:center"colspan="3"scope="colgroup">Residual Chi-Square Test</th>
</tr>
<tr>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Chi-Square</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">DF</th>
<th class="header" style="VERTICAL-ALIGN:bottom; TEXT-ALIGN:right"scope="colgroup">Pr > ChiSq</th>
</tr>
</thead>
<tbody>
<td nowrap class="b data" style="TEXT-ALIGN:right">1171.9345</td>
<td nowrap class="b data" style="TEXT-ALIGN:right">36</td>