An introduction to generalized linear models / Annette J. Dobson and Adrian G. Barnett.

By: Dobson, Annette J, 1945-
Contributor(s): Barnett, Adrian G
Material type: TextTextLanguage: English Series: Chapman & Hall/CRC texts in statistical science seriesEdition: 4th edDescription: xv, 376 pages : illustrations ; 24 cmISBN: 9781138741683 (hardback : acidfree paper); 9781138741515 (pbk. : acidfree paper)Other title: Generalized linear modelsSubject(s): Linear models (Statistics)DDC classification: 519.5 DOI 2018 LOC classification: QA276 | .D589 2018Online resources: Ebook Fulltext | WorldCat details
Contents:
IntroductionModel FittingExponential Family and GeneralizedLinear ModelsEstimationInferenceNormal Linear ModelsBinary Variables and Logistic RegressionNominal and Ordinal Logistic RegressionPoisson Regression and Log-Linear ModelsSurvival AnalysisClustered and Longitudinal DataBayesian AnalysisMarkov Chain Monte Carlo MethodsExample Bayesian AnalysesPostfaceAppendix
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519.5 DOI 2018 (Browse shelf) Not for loan
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"A Chapman & Hall book."

Includes bibliographical references and index.

IntroductionModel FittingExponential Family and GeneralizedLinear ModelsEstimationInferenceNormal Linear ModelsBinary Variables and Logistic RegressionNominal and Ordinal Logistic RegressionPoisson Regression and Log-Linear ModelsSurvival AnalysisClustered and Longitudinal DataBayesian AnalysisMarkov Chain Monte Carlo MethodsExample Bayesian AnalysesPostfaceAppendix

Mathematics and Physical Sciences

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