Practical Bayesian Inference

Practical Bayesian Inference
Author: Coryn A. L. Bailer-Jones
Publisher: Cambridge University Press
Total Pages: 306
Release: 2017-04-27
Genre: Mathematics
ISBN: 1107192110

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This book introduces the major concepts of probability and statistics, along with the necessary computational tools, for undergraduates and graduate students.


Practical Bayesian Inference
Language: en
Pages: 306
Authors: Coryn A. L. Bailer-Jones
Categories: Mathematics
Type: BOOK - Published: 2017-04-27 - Publisher: Cambridge University Press

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This book introduces the major concepts of probability and statistics, along with the necessary computational tools, for undergraduates and graduate students.
Bayesian Core: A Practical Approach to Computational Bayesian Statistics
Language: en
Pages: 265
Authors: Jean-Michel Marin
Categories: Mathematics
Type: BOOK - Published: 2007-05-26 - Publisher: Springer Science & Business Media

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This Bayesian modeling book is intended for practitioners and applied statisticians looking for a self-contained entry to computational Bayesian statistics. Foc
Practical Nonparametric and Semiparametric Bayesian Statistics
Language: en
Pages: 376
Authors: Dipak D. Dey
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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A compilation of original articles by Bayesian experts, this volume presents perspectives on recent developments on nonparametric and semiparametric methods in
Bayesian Data Analysis, Third Edition
Language: en
Pages: 677
Authors: Andrew Gelman
Categories: Mathematics
Type: BOOK - Published: 2013-11-01 - Publisher: CRC Press

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Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzin
The BUGS Book
Language: en
Pages: 393
Authors: David Lunn
Categories: Mathematics
Type: BOOK - Published: 2012-10-02 - Publisher: CRC Press

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Bayesian statistical methods have become widely used for data analysis and modelling in recent years, and the BUGS software has become the most popular software