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Computational Bayesian Statistics: An Introduction

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Computational Bayesian Statistics: An Introduction - Amaral Turkman, M. Antónia, and Paulino, Carlos Daniel, and Müller, Peter
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Meaningful use of advanced Bayesian methods requires a good understanding of the fundamentals. This engaging book explains the ideas that underpin the construction and analysis of Bayesian models, with particular focus on computational methods and schemes. The unique features of the text are the extensive discussion of available software packages combined with a brief but complete and mathematically rigorous introduction to Bayesian inference. The text introduces Monte Carlo methods, Markov chain Monte Carlo methods, and ...

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Computational Bayesian Statistics: An Introduction 2019, Cambridge University Press, Cambridge

ISBN-13: 9781108703741

Trade paperback

Computational Bayesian Statistics: An Introduction 2019, Cambridge University Press, Cambridge

ISBN-13: 9781108481038

Hardcover