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Introducing Monte Carlo methods with R

Author: Christian P Robert; George Casella
Publisher: New York ; London : Springer, ©2010.
Series: Use R!
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This book covers the main tools used in statistical simulation from a programmer's point of view, explaining the R implementation of each simulation technique and providing the output for better  Read more...

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Genre/Form: Manuel
manuel
Document Type: Book
All Authors / Contributors: Christian P Robert; George Casella
ISBN: 9781441915757 1441915753 1441915761 9781441915764
OCLC Number: 613317381
Description: xix, 283 p. : illustrations ; 24 cm.
Contents: Basic R Programming.- Random Variable Generation.- Monte Carlo Integration.- Controlling and Accelerating Convergence.- Monte Carlo Optimization.- Metropolis#x2013;Hastings Algorithms.- Gibbs Samplers.- Convergence Monitoring and Adaptation for MCMC Algorithms.
Series Title: Use R!
Responsibility: Christian P. Robert, George Casella.

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From the reviews:"Robert and Casella's new book uses the programming language R, a favorite amongst (Bayesian) statisticians to introduce in eight chapters both basic and advanced Monte Carlo Read more...

 
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