An introduction to categorical data analysis /
Alan Agresti, University of Florida, Florida, United States.
- Third edition.
- Wiley 2019
- xiii, 375 pages : illustrations ;
- Wiley series in probability and statistics .
Includes bibliographical references and index.
Analyzing contingency tables -- Generalized linear models -- Logistic regression -- Building and applying binary regression models -- Multicategory logit models -- Loglinear models for contingency tables and counts -- Models for matched pairs -- Marginal modeling of correlated, clustered responses -- Random effects : generalized linear mixed models -- Classification and smoothing -- A historical tour of categorical data analysis.