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20 Best Markov Chain Monte Carlo Books to Read in 2021 | Book List

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After an entertaining book to read? Looking for the perfect book to gift to your dad/mother/sister/anyone. This article showcases our top picks for the best Markov Chain Monte Carlo books. 

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Best Markov Chain Monte Carlo Books

Looking for a book to read in 2021? Explore this list of the best Markov Chain Monte Carlo books. This list was curated with thanks to ISBNdb and images partially provided by Unsplash.

If you have a book suggestion, feel free to drop it in the moderated comment section at the bottom of the article.


Book Title: Understanding Computational Bayesian Statistics

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Understanding Computational Bayesian Statistics

Understanding Computational Bayesian Statistics by William M. Bolstad was published in 2010. It was officially published by Wiley and has the ISBN: 0470046090.


Book Title: Monte Carlo 178 Success Secrets – 178 Most Asked Questions On Monte Carlo – What You Need To Know

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Monte Carlo 178 Success Secrets - 178 Most Asked Questions On Monte Carlo - What You Need To Know

Monte Carlo 178 Success Secrets – 178 Most Asked Questions On Monte Carlo – What You Need To Know by Cheryl Scott was published in 20141219. It was officially published by Emereo and has the ISBN: 1488825343.


Book Title: Markov Chain Monte Carlo: Metropolis-hastings Algorithm, Gibbs Sampling, Multiple-try Metropolis, Coupling From The Past

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Markov Chain Monte Carlo: Metropolis-hastings Algorithm, Gibbs Sampling, Multiple-try Metropolis, Coupling From The Past

Markov Chain Monte Carlo: Metropolis-hastings Algorithm, Gibbs Sampling, Multiple-try Metropolis, Coupling From The Past by Books, LLC was published in 2010. It was officially published by and has the ISBN: 1156919851.


Book Title: Bayesian Methods: A Social and Behavioral Sciences Approach, Second Edition (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

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Bayesian Methods: A Social  and Behavioral Sciences Approach, Second Edition (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Bayesian Methods: A Social and Behavioral Sciences Approach, Second Edition (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences) by Gill, Jeff was published in 2007-11-26T00:00:01Z. It was officially published by Chapman and Hall/CRC and has the ISBN: 1584885629.


Book Title: Markov Chain Monte Carlo

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Markov Chain Monte Carlo

Markov Chain Monte Carlo by Dani Gamerman was published in 20060510. It was officially published by CRC Press and has the ISBN: 148229642X.


Book Title: Mean Field Simulation for Monte Carlo Integration

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Mean Field Simulation for Monte Carlo Integration

Mean Field Simulation for Monte Carlo Integration by Pierre Del Moral was published in 20130520. It was officially published by CRC Press and has the ISBN: 146650417X.


Book Title: A First Course In Bayesian Statistical Methods (springer Texts In Statistics)

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A First Course In Bayesian Statistical Methods (springer Texts In Statistics)

A First Course In Bayesian Statistical Methods (springer Texts In Statistics) by Peter D. D. Hoff was published in 2010. It was officially published by Springer and has the ISBN: 1441928286.


Book Title: Handbook Of Markov Chain Monte Carlo

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Handbook Of Markov Chain Monte Carlo

Handbook Of Markov Chain Monte Carlo by Steve Brooks was published in 2011. It was officially published by Crc Press and has the ISBN: 1420079417.


Book Title: Handbook of Markov Chain Monte Carlo

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Handbook of Markov Chain Monte Carlo

Handbook of Markov Chain Monte Carlo by Steve Brooks was published in 20110510. It was officially published by CRC Press and has the ISBN: 1420079425.


Book Title: Introduction To Stochastic Processes With R

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Introduction To Stochastic Processes With R

Introduction To Stochastic Processes With R by Dobrow, Robert P. (author.) was published in 2016. It was officially published by John Wiley & Sons, and has the ISBN: 1118740718.


Book Title: Introduction to Stochastic Processes with R

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Introduction to Stochastic Processes with R

Introduction to Stochastic Processes with R by Dobrow, Robert P. was published in 2016-03-07T00:00:01Z. It was officially published by Wiley and has the ISBN: 1118740653.


Book Title: Markov Chain Monte Carlo in Practice

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Markov Chain Monte Carlo in Practice

Markov Chain Monte Carlo in Practice by W.R. Gilks was published in 19951201. It was officially published by Taylor & Francis and has the ISBN: 1482214970.


Book Title: Monte Carlo Statistical Methods

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Monte Carlo Statistical Methods

Monte Carlo Statistical Methods by Robert, Christian P. , 1961- was published in 1999. It was officially published by Springer and has the ISBN: 038798707.


Book Title: Markov Chain Monte Carlo: Innovations and Applications (Lecture Notes Series, Institute for Mathematical Sciences, National University of Singapore)

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Markov Chain Monte Carlo: Innovations and Applications (Lecture Notes Series, Institute for Mathematical Sciences, National University of Singapore)

Markov Chain Monte Carlo: Innovations and Applications (Lecture Notes Series, Institute for Mathematical Sciences, National University of Singapore) by Kendall, Dr Wilfrid S, Liang, Faming, Wang, Jian-Sheng was published in 2005-11-09T00:00:01Z. It was officially published by World Scientific Publishing Company and has the ISBN: 9812564276.


Book Title: Advanced Markov Chain Monte Carlo Methods

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Advanced Markov Chain Monte Carlo Methods

Advanced Markov Chain Monte Carlo Methods by Faming Liang, Chuanhai Liu, Raymond Carroll was published in 2011-07-05. It was officially published by Wiley and has the ISBN: 1119956803.


Book Title: Approximating Integrals Via Monte Carlo And Deterministic Methods

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Approximating Integrals Via Monte Carlo And Deterministic Methods

Approximating Integrals Via Monte Carlo And Deterministic Methods by Michael Evans, Tim Swartz was published in 2000-05-15. It was officially published by Oxford University Press and has the ISBN: 0198502788.


Book Title: Markov Processes And Applications: Algorithms, Networks, Genome And Finance

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Markov Processes And Applications: Algorithms, Networks, Genome And Finance

Markov Processes And Applications: Algorithms, Networks, Genome And Finance by Etienne Pardoux was published in 2008. It was officially published by Wiley and has the ISBN: 0470772719.


Book Title: A First Course in Bayesian Statistical Methods

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A First Course in Bayesian Statistical Methods

A First Course in Bayesian Statistical Methods by Peter D. Hoff was published in 20090602. It was officially published by Springer Nature and has the ISBN: 0387924078.


Book Title: Monte Carlo Methods

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Monte Carlo Methods

Monte Carlo Methods by Adrian Barbu; Song-Chun Zhu was published in 20210224. It was officially published by Springer Nature and has the ISBN: 9811329710.


Book Title: Advanced Markov Chain Monte Carlo Methods: Learning From Past Samples

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Advanced Markov Chain Monte Carlo Methods: Learning From Past Samples

Advanced Markov Chain Monte Carlo Methods: Learning From Past Samples by Faming Liang, Chuanhai Liu, Raymond Carroll was published in 2010. It was officially published by Wiley and has the ISBN: 0470748265.

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