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Categorical Data Analysis

Amazon.com Price:  $106.65 (as of 05/05/2019 14:14 PST- Details)

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Praise for the Second Edition

“A will have to-have book for someone expecting to do research and/or applications in categorical data analysis.”
—Statistics in Medicine

“This can be a total delight reading this book.”
—Pharmaceutical Research

“If you do any analysis of categorical data, this is an essential desktop reference.”
—Technometrics

The use of statistical methods for analyzing categorical data has increased dramatically, particularly in the biomedical, social sciences, and financial industries. Responding to new developments, this book offers a comprehensive remedy of an important methods for categorical data analysis.

Categorical Data Analysis, Third Edition summarizes the contemporary methods for univariate and correlated multivariate categorical responses. Readers will find a unified generalized linear models approach that connects logistic regression and Poisson and negative binomial loglinear models for discrete data with normal regression for continuous data. This edition also features:

  • An emphasis on logistic and probit regression methods for binary, ordinal, and nominal responses for independent observations and for clustered data with marginal models and random effects models
  • Two new chapters on alternative methods for binary response data, including smoothing and regularization methods, classification methods such as linear discriminant analysis and classification trees, and cluster analysis
  • New sections introducing the Bayesian approach for methods in that chapter
  • More than 100 analyses of data sets and over 600 exercises
  • Notes at the end of every chapter that provide references to latest research and topics not covered in the text, linked to a bibliography of more than 1,200 sources
  • A supplementary website showing how to use R and SAS; for all examples in the text, with information also about SPSS and Stata and with exercise solutions

Categorical Data Analysis, Third Edition is a useful tool for statisticians and methodologists, such as biostatisticians and researchers in the social and behavioral sciences, medicine and public health, marketing, education, finance, biological and agricultural sciences, and industrial quality regulate.

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