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Monte Carlo Statistical Methods Book

Monte Carlo Statistical Methods
Monte Carlo Statistical Methods, Monte Carlo statistical methods, particularly those based on Markov chains, are now an essential component of the standard set of techniques used by statisticians. This new edition has been revised towards a coherent and flowing coverage of these simulati, Monte Carlo Statistical Methods has a rating of 4 stars
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Monte Carlo Statistical Methods, Monte Carlo statistical methods, particularly those based on Markov chains, are now an essential component of the standard set of techniques used by statisticians. This new edition has been revised towards a coherent and flowing coverage of these simulati, Monte Carlo Statistical Methods
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  • Monte Carlo Statistical Methods
  • Written by author Christian Robert
  • Published by Springer-Verlag New York, LLC, November 2010
  • Monte Carlo statistical methods, particularly those based on Markov chains, are now an essential component of the standard set of techniques used by statisticians. This new edition has been revised towards a coherent and flowing coverage of these simulati
  • Monte Carlo statistical methods, particularly those based on Markov chains, are now an essential component of the standard set of techniques used by statisticians. This new edition has been revised towards a coherent and flowing coverage of these simulati
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Book Categories

Authors

1Introduction1
2Random variable generation35
3Monte Carlo integration79
4Controling Monte Carlo variance123
5Monte Carlo optimization157
6Markov chains205
7The metropolis - Hastings algorithm267
8The slice sampler321
9The two-stage Gibbs sampler337
10The multi-stage Gibbs sampler371
11Variable dimension models and reversible jump algorithms425
12Diagnosing convergence459
13Perfect sampling511
14Iterated and sequential importance sampling545
AProbability distributions581
BNotation585


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Monte Carlo Statistical Methods, Monte Carlo statistical methods, particularly those based on Markov chains, are now an essential component of the standard set of techniques used by statisticians. This new edition has been revised towards a coherent and flowing coverage of these simulati, Monte Carlo Statistical Methods

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Monte Carlo Statistical Methods, Monte Carlo statistical methods, particularly those based on Markov chains, are now an essential component of the standard set of techniques used by statisticians. This new edition has been revised towards a coherent and flowing coverage of these simulati, Monte Carlo Statistical Methods

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Monte Carlo Statistical Methods, Monte Carlo statistical methods, particularly those based on Markov chains, are now an essential component of the standard set of techniques used by statisticians. This new edition has been revised towards a coherent and flowing coverage of these simulati, Monte Carlo Statistical Methods

Monte Carlo Statistical Methods

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