Generalized Linear Models: A Bayesian Perspective (Chapman & Hall/CRC Biostatistics Series) - Softcover

Book 7 of 151: Chapman & Hall/CRC Biostatistics
 
9780367398606: Generalized Linear Models: A Bayesian Perspective (Chapman & Hall/CRC Biostatistics Series)
Softcover
ISBN 10: 0367398605 ISBN 13: 9780367398606
Publisher: CRC Press, 2019

Synopsis

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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About the Author

Dipak K. Dey, Sujit K. Ghosh , Bani K. Mallick

"About this title" may belong to another edition of this title.

Publisher
CRC Press
Publication date
2019
Language
English
ISBN 10 
0367398605
ISBN 13 
9780367398606
Binding
Paperback
Edition number
1
Number of pages
442
Editor
Dey Dipak K., Ghosh Sujit K., Mallick Bani K.

Other Popular Editions of the Same Title

9780824790349: Generalized Linear Models: A Bayesian Perspective (Chapman & Hall/CRC Biostatistics Series)

Featured Edition

ISBN 10:  0824790340 ISBN 13:  9780824790349
Publisher: CRC Press, 2000
Hardcover