Lawal H.B. Categorical data analysis with SAS and SPSS applications

Psychology Press – 2003, 576 pages
ISBN: 0805846050, 9780805846058This book covers the fundamental aspects of categorical data analysis with an emphasis on how to implement the models used in the book using SAS and SPSS. This is accomplished through the frequent use of examples, with relevant codes and instructions, that are closely related to the problems in the text. Concepts are explained in detail so that students can reproduce similar results on their own. Beginning with chapter two, exercises at the end of each chapter further strengthen students' understanding of the concepts by requiring them to apply some of the ideas expressed in the text in a more advanced capacity. Most of these exercises require intensive use of PC-based statistical software. Numerous tables with results of analyses, including interpretations of the results, further strengthen students' understanding of the material.Preface. Introduction. Probability Models. One-Way Classification. Models for 2 x 2 Contingency Tables. The General I x J Contingency Table. Log-Linear Models for Contingency Tables. Strategies for Log-Linear Model Selection. Models for Binary Responses. Logit and Multinomial Response Models. Models in Ordinary Contingency Tables. Analysis of Doubly Classified Data. Analysis of Repeated Measures Data. Appendices.