MPG.eBooks - Table of Contents: Bayesian Computation with R

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Bayesian Computation with R

His booksinclude Ordinal Data Modeling (with Val Johnson), Workshop Statistics: Discovery with Data, A Bayesian Approach (with Allan Rossman), and Bayesian Computation using Minitab

Bibliographic Details
Main Author:	Albert, Jim
Format:	eBook
Language:	English
Published:	New York, NY Springer New York 2007, 2007
Edition:	1st ed. 2007
Series:	Use R!
Subjects:	Optimization Computer Simulation Computational Mathematics And Numerical Analysis Computer Modelling Mathematics / Data Processing Information Visualization Data And Information Visualization Mathematical Statistics / Data Processing Mathematical Optimization Statistics And Computing
Online Access:	https://doi.org/10.1007/978-0-387-71385-4?nosfx=y
Collection:	Springer eBooks 2005- - Collection details see MPG.ReNa

Table of Contents:

An Introduction to R
to Bayesian Thinking
Single-Parameter Models
Multiparameter Models
to Bayesian Computation
Markov Chain Monte Carlo Methods
Hierarchical Modeling
Model Comparison
Regression Models
Gibbs Sampling
Using R to Interface with WinBUGS.