Description
Introduction * Random Variable Generation * Monte Carlo Integration * Controlling Monte Carlo Variance * Monte Carlo Optimization * Markov Chains * The Metropolis-Hastings Algorithm * The Slice Sampler * The Two-Stage Gibbs Sampler * The Multi-Stage Gibbs Sampler * Variable Dimension Models and Reversible Jump * Diagnosing Convergence * Perfect Sampling * Iterated and Sequential Importance Sampling
Book Details
Format
Paperback
Pages
532 pages
Language
English
Published
Feb 14, 2013
Publisher
Springer
Editions
11 editions
ISBN-10
1475730721
ISBN-13
9781475730722