Generalized Linear Models: A Bayesian Perspective (Chapman & Hall/CRC Biostatistics Series)
ISBN-13:
9780824790349
ISBN-10:
0824790340
Edition:
1
Author:
Dipak K. Dey, Bani K. Mallick, Sujit K. Ghosh
Publication date:
2000
Publisher:
CRC Press
Format:
Hardcover
442 pages
Category:
Biology
,
Biological Sciences
FREE US shipping
Book details
ISBN-13:
9780824790349
ISBN-10:
0824790340
Edition:
1
Author:
Dipak K. Dey, Bani K. Mallick, Sujit K. Ghosh
Publication date:
2000
Publisher:
CRC Press
Format:
Hardcover
442 pages
Category:
Biology
,
Biological Sciences
Summary
Generalized Linear Models: A Bayesian Perspective (Chapman & Hall/CRC Biostatistics Series) (ISBN-13: 9780824790349 and ISBN-10: 0824790340), written by authors
Dipak K. Dey, Bani K. Mallick, Sujit K. Ghosh, was published by CRC Press in 2000.
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Description
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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