Categorical Data Analysis Using SAS, Third Edition, 3rd Edition

Chapter 8

Logistic Regression I: Dichotomous Response

Contents

8.1   Introduction

8.2   Dichotomous Explanatory Variable

8.2.1   Logistic Mode

8.2.2   Model Fitting

8.2.3   Goodness of Fit

8.2.4   Using PROC LOGISTIC

8.2.5   Interpretation of Main Effects Model

8.2.6   Alternative Methods of Assessing Goodness of Fit

8.2.7   Overdispersion

8.3   Using the CLASS Statement

8.3.1   Analysis of Sentencing Data

8.3.2   Goodness-of-Fit Statistics for Single Main Effect Model

8.3.3   Deviation from the Mean Parameterization

8.4   Qualitative Explanatory Variables

8.4.1   Model Fitting

8.4.2   PROC LOGISTIC for Nominal Effects

8.4.3   Testing Hypotheses about the Parameters

8.4.4   Additional Graphics

8.4.5   Fitting Models with Interactions

8.5   Continuous ...