TY  - BOOK
AU  - Upton,Graham J.G.
TI  - Categorical data analysis by example
SN  - 9781119307860 (hardback)
U1  - 000SA.07 23
PY  - 2017///
CY  - New Jersey : 
PB  - John Wiley, 
KW  - Multivariate analysis
KW  - Log-linear models
N1  - Includes bibliographical references and indexes; 1. Introduction --
2. Estimation and inference for categorical data --
3. The 2X2 contingency table --
3. The I X J contingency table --
5. The exponential family --
6. A model taxonomy --
7. The 2 X J contingency table --
8. Logistic regression with several explanatory variables --
9. Model selection and diagnostics --
10. Multinomial logistic regression --
11. Log-linear models for I X J tables --
12. Log-linear models for I x J X K tables --
13. Implications and uses of birch's result --
14. Model selection for log-linear models --
15. Incomplete tables, dummy variables, and outliers --
16. Panel data and repeated measures --
Appendix
N2  - Introduces the key concepts in the analysis of categoricaldata with illustrative examples and accompanying R code This book is aimed at all those who wish to discover how to analyze categorical data without getting immersed in complicated mathematics and without needing to wade through a large amount of prose.
ER  -