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Categorical Data Analysis

By: Agresti, Alan.
Material type: materialTypeLabelBookSeries: Wiley Series in Probability and Statistics. Publisher: Chichester et al., John Wiley & Sons, 2012Edition: 3rd ed.Description: 752 pages.ISBN: 978-0-470-46363-5.Subject(s): data analysis | multivariate analysis | linear models | generalized linear modelsOnline resources: Publisher's website Summary: 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 treatment of the most important methods for categorical data analysis. Categorical Data Analysis, Third Edition summarizes the latest 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
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Monography Library
C2 88 (Browse shelf) Available 129008

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 treatment of the most important methods for categorical data analysis.

Categorical Data Analysis, Third Edition summarizes the latest 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

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