Categorical data analysis :

• Main Author: Agresti, Alan (συγγραφέας.)
• Format: Electronic Book
• Language: English
• Published: New York : Wiley-Interscience, c2002.
• Edition: 2nd ed.
• Series: Wiley series in probability and statistics
• Subjects: Πολυμεταβλητή ανάλυση.; Μαθηματική στατιστική

Table of Contents:

• Introduction : distributions and inference for categorical data
• Describing contingency tables
• Inference for contingency tables
• Introduction to generalized linear models
• Logistic regression
• Building and applying logistic regression models
• Logit models for multinomial responses
• Loglinear models for contingency tables
• Building and extending loglinear/logit models
• Models for matched pairs
• Analyzing repeated categorical response data
• Random effects : generalized linear mixed models for categorical responses
• Other mixture models for categorical data
• Asymptotic theory for parametric models
• Alternative estimation theory for parametric models
• Historical tour of categorical data analysis