Bayesian Statistical Modelling

Name: Bayesian Statistical Modelling
Price: 31.96 USD
Availability: InStock
ISBN: 9780470018750

ISBN-10: 0470018755

ISBN-13: 9780470018750

Edition: 2nd 2006 (Revised)

Authors: Peter Congdon

List price: $136.95

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Description:

Providing an accessible approach to Bayesian computing and data analysis, this text makes a wide range of statistical modeling applications accessible using tested code that can be readily adapted to the reader's own applications.

Book details

List price: $136.95
Edition: 2nd
Copyright year: 2006
Publisher: John Wiley & Sons, Incorporated
Publication date: 1/5/2007
Binding: Hardcover
Pages: 608
Size: 6.93" wide x 10.00" long x 1.46" tall
Weight: 2.794
Language: English



Preface



Introduction: The Bayesian Method, its Benefits and Implementation



Bayesian Model Choice, Comparison and Checking



The Major Densities and their Application



Normal Linear Regression, General Linear Models and Log-Linear Models



Hierarchical Priors for Pooling Strength and Overdispersed Regression Modelling



Discrete Mixture Priors



Multinomial and Ordinal Regression Models



Time Series Models



Modelling Spatial Dependencies



Nonlinear and Nonparametric Regression



Multilevel and Panel Data Models



Latent Variable and Structural Equation Models for Multivariate Data



Survival and Event History Analysis



Missing Data Models



Measurement Error, Seemingly Unrelated Regressions, and Simultaneous Equations



A Brief Guide to Using Winbugs


Index