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Item Details
Title: GENERALIZED LINEAR MODELS
A BAYESIAN PERSPECTIVE
By: Dipak K. Dey (Editor), Sujit K. Ghosh (Editor), Bani K. Mallick (Editor)
Format: Electronic book text

List price: £89.00


We currently do not stock this item, please contact the publisher directly for further information.

ISBN 10: 1482293455
ISBN 13: 9781482293456
Publisher: TAYLOR & FRANCIS LTD
Pub. date: 25 May, 2000
Series: Chapman & Hall/CRC Biostatistics Series
Pages: 440
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.
Publication: UK
Imprint: CRC Press
Returns: Non-returnable
Some other items by this author:
A FIRST COURSE IN LINEAR MODEL THEORY
A FIRST COURSE IN LINEAR MODEL THEORY (HB)
BAYESIAN ANALYSIS OF GENE EXPRESSION DATA
BAYESIAN ANALYSIS OF GENE EXPRESSION DATA
BAYESIAN ANALYSIS OF GENE EXPRESSION DATA (HB)
BAYESIAN METHODS FOR NONLINEAR CLASSIFICATION AND REGRESSION (HB)
BAYESIAN MODELING IN BIOINFORMATICS
BAYESIAN MODELING IN BIOINFORMATICS (HB)
BAYESIAN STATISTICAL METHODS
BAYESIAN STATISTICAL METHODS (HB)
BAYESIAN STATISTICS AND ITS APPLICATIONS (HB)
BAYESIAN THINKING, MODELING AND COMPUTATION (HB)
CURRENT TRENDS IN BAYESIAN METHODOLOGY WITH APPLICATIONS
CURRENT TRENDS IN BAYESIAN METHODOLOGY WITH APPLICATIONS (HB)
ESSENTIAL BAYESIAN MODELS (HB)
EXTREME VALUE MODELING AND RISK ANALYSIS
EXTREME VALUE MODELING AND RISK ANALYSIS (HB)
FIRST COURSE IN LINEAR MODEL THEORY
GENERALIZED LINEAR MODELS (HB)
RAMAYANA IN THE NORTH EAST INDIA (HB)



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