Generalized Linear Models: A Bayesian Perspective
Author:   Dipak K. Dey ,  Sujit K. Ghosh ,  Bani K. Mallick
Publisher:   Taylor & Francis Ltd
ISBN:  

9780367398606


Pages:   442
Publication Date:   01 November 2019
Format:   Paperback
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Our Price $135.00 Quantity:  
Add to Cart

Share |

Generalized Linear Models: A Bayesian Perspective


Add your own review!

Overview

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.

Full Product Details

Author:   Dipak K. Dey ,  Sujit K. Ghosh ,  Bani K. Mallick
Publisher:   Taylor & Francis Ltd
Imprint:   CRC Press
Weight:   0.820kg
ISBN:  

9780367398606


ISBN 10:   0367398605
Pages:   442
Publication Date:   01 November 2019
Audience:   College/higher education ,  General/trade ,  Tertiary & Higher Education ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Part 1 Extending the GLMs. Part 2 Categorical and longitudinal data. Part 3 Semiparametric approaches. Part 4 Model diagnositics and value selection in GLMs. Part 5 Challenging problems in GLMs

Reviews

Author Information

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

Tab Content 6

Author Website:  

Customer Reviews

Recent Reviews

No review item found!

Add your own review!

Countries Available

All regions
Latest Reading Guide

MRG2025CC

 

Shopping Cart
Your cart is empty
 Shopping cart
Mailing List

 

Sign up now