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An introduction to categorical data analysis / Alan Agresti.

By: Material type: TextTextSeries: Wiley series in probability and statisticsPublisher: Hoboken, NJ : John Wiley & Sons, 2019Edition: Third editionDescription: 1 online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781119405276 (Adobe PDF)
  • 9781119405283 (ePub)
Subject(s): Additional physical formats: Print version:: Introduction to categorical data analysisDDC classification:
  • 519.535 23 AGI
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.
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Includes bibliographical references and index.

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.

Description based on print version record and CIP data provided by publisher.

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