Tools for Statistical Inference Methods for the Exploration of Posterior Distributions and Likelihood Functions

ISBN-10: 0387946888
ISBN-13: 9780387946887
Edition: 3rd 1996
Authors: Martin A. Tanner
List price: $134.00 Buy it from $83.28
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Description: This book provides a unified introduction to a variety of computational algorithms for likelihood and Bayesian inference. The third edition expands the discussion of many of the techniques discussed, includes additional examples, and adds exercise  More...

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Book details

List price: $134.00
Edition: 3rd
Copyright year: 1996
Publisher: Springer
Publication date: 9/18/1998
Binding: Hardcover
Pages: 208
Size: 6.50" wide x 9.75" long x 0.75" tall
Weight: 1.034
Language: English

This book provides a unified introduction to a variety of computational algorithms for likelihood and Bayesian inference. The third edition expands the discussion of many of the techniques discussed, includes additional examples, and adds exercise sets at the end of each chapter.

Preface
Introduction
Normal Approximations to Likelihoods and to Posteriors
Nonnormal Approximations to Likelihoods and Posteriors
The EM Algorithm
The Data Augmentation Algorithm
Markov Chain Monte Carlo: The Gibbs Sampler and the Metropolis Algorithm
References
Subject Index

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