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Generalized Linear Models
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Generalized Linear Models : A Bayesian Perspective

Book Details

Format Paperback / softback
ISBN-10 0367398605
ISBN-13 9780367398606
Publisher Taylor & Francis Ltd
Imprint CRC Press
Country of Manufacture GB
Country of Publication GB
Publication Date Nov 1st, 2019
Print length 442 Pages
Weight 515 grams
Dimensions 22.20 x 14.10 x 3.30 cms
KSh 12,800.00
Currently unavailable 0 in stock

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This volume describes how to conceptualize, perform, and critique traditional generalized linear models (GLMs) from a Bayesian perspective and how to use modern computational methods to summarize inferences using simulation. Introducing dynamic modeling for GLMs and containing over 1000 references and equations, Generalized Linear Models considers parametric and semiparametric approaches to overdispersed GLMs, presents methods of analyzing correlated binary data using latent variables. It also proposes a semiparametric method to model link functions for binary response data, and identifies areas of important future research and new applications of GLMs.

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