An introduction to categorical data analysis / Alan Agresti.

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Bibliographic Details
Main Author: Agresti, Alan (Author)
Format: Book
Language:English
Published: Hoboken, NJ : John Wiley & Sons, 2019.
Edition:Third edition.
Series:Wiley series in probability and statistics.
Subjects:
Table of Contents:
  • 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.