Categorical Data Analysis Using SAS

Authors: Maura E. Stokes; Charles S. Davis; Gary G. Koch

Publisher: SAS Institute

Discussion of categorical data analysis techniques and methods in SAS/STAT. Covers FREQ, LOGISTIC, GENMOD, NPAR1WAY, and CATMOD procedures, including ODS graphics. Categorical data analysis looks for patterns in data in which observations fall into distinct categories or groups.

Editions

3 (2012)

3 Paperback/E-book

Year: 2012

ISBN (paperback): 978-1-60764-664-8

ISBN (Epub): 978-1-61290-090-2

ISBN (Kindle): 978-1-61290-968-4

ISBN (PDF): 978-1-62959-035-6

Pages (paperback/PDF): 590

Publisher’s list price: 99.95

Contents

• 1. Introduction
• 2. The 2 × 2 Table
• 3. Sets of 2 × 2 Tables
• 4. 2 × r and s × 2 Tables
• 5. The s × r Table
• 6. Sets of s × r Tables
• 7. Nonparametric Methods
• 8. Logistic Regression I: Dichotomous Response
• 9. Logistic Regression II: Polytomous Response
• 10. Conditional Logistic Regression
• 11. Quantal Response Data Analysis
• 12. Poisson Regression and Related Loglinear Models
• 13. Categorized Time-to-Event Data
• 14. Weighted Least Squares
• 15. Generalized Estimating Equations
• References
• Index