ENGLISH

Introduction to categorical data analysis

By Alan , Agresti

Book information

Publisher
John Wiley & Sons
Year
2019
ISBN
9781119405269, 2018026887, 9781119405276, 9781119405283, 1119405270, 1119405289
Language
english
Format
PDF
Filesize
2 MB (2314616 bytes)
Series
Wiley series in probability and statistics
Edition
Third edition
Pages
(xiii, 375 pages) : illustrations\390
Library
kolxo3
Time added
2020-10-11 07:46:13
MATHEMATICS--Applied;MATHEMATICS--Probability & St

Description

"A valuable new edition of a standard reference The use of statistical methods for categorical data has increased dramatically, particularly for applications in the biomedical and social sciences. An Introduction to Categorical Data Analysis, Third Edition summarizes these methods and shows readers how to use them using software. Readers will find a unified generalized linear models approach that connects logistic regression and loglinear models for discrete data with normal regression for continuous data"--Publisher's description.;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.

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