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Bayesian inference books

See below for a selection of the latest books from Bayesian inference category. Presented with a red border are the Bayesian inference books that have been lovingly read and reviewed by the experts at Lovereading.

With expert reading recommendations made by people with a passion for books and some unique features Lovereading will help you find great Bayesian inference books and those from many more genres to read that will keep you inspired and entertained. And it's all free!


Recently Published

Bayesian Models for Astrophysical Data Using R, JAGS, Python, and Stan by Joseph M. Hilbe, Rafael S. de Souza, Emille E. O. Ishida Bayesian Models for Astrophysical Data Using R, JAGS, Python, and Stan
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A hands-on guide to Bayesian models with R, JAGS, Python, and Stan code, for a wide range of astronomical data types.
Format: Hardback - Released: 27/04/2017

Mathematical Foundations of Bayesian Statistics by Sumio Watanabe Mathematical Foundations of Bayesian Statistics

This book introduces the mathematical foundation of Bayesian statistics. It is well known that Bayesian inference is more accurate than the maximum likelihood method in many real-world problems: however, its mathematical foundations have been left unexplained. Recently, new research on...
Format: Hardback - Released: 15/03/2017

The Manual of Strategic Economic Decision Making Using Bayesian Belief Networks to Solve Complex Problems by Jeff Grover The Manual of Strategic Economic Decision Making Using Bayesian Belief Networks to Solve Complex Problems

This book is an extension of the author's first book and serves as a guide and manual on how to specify and compute 2-, 3-, and 4-Event Bayesian Belief Networks (BBN). It walks the learner through the steps of fitting...
Format: Hardback - Released: 12/01/2017

Bayesian Inference Data Evaluation and Decisions by Hanns Ludwig Harney Bayesian Inference Data Evaluation and Decisions

Requiring no knowledge of quantum mechanics, the book is written on introductory level, with many examples and exercises, for advanced undergraduate and graduate students in the physical sciences, planning to, or working in, fields such as medical physics, nuclear physics,...
Format: Hardback - Released: 18/10/2016

Bayesian Statistics from Methods to Models and Applications Research from BAYSM 2014 by Sylvia Fruhwirth-Schnatter Bayesian Statistics from Methods to Models and Applications Research from BAYSM 2014

The Second Bayesian Young Statisticians Meeting (BAYSM 2014) and the research presented here facilitate connections among researchers using Bayesian Statistics by providing a forum for the development and exchange of ideas. WU Vienna University of Business and Economics hosted BAYSM...
Format: Paperback - Released: 09/10/2016

Interdisciplinary Bayesian Statistics EBEB 2014 by Adriano Polpo Interdisciplinary Bayesian Statistics EBEB 2014

Through refereed papers, this volume focuses on the foundations of the Bayesian paradigm; their comparison to objectivistic or frequentist Statistics counterparts; and the appropriate application of Bayesian foundations. This research in Bayesian Statistics is applicable to data analysis in biostatistics,...
Format: Paperback - Released: 05/10/2016

The Contribution of Young Researchers to Bayesian Statistics Proceedings of BAYSM2013 by Ettore Lanzarone The Contribution of Young Researchers to Bayesian Statistics Proceedings of BAYSM2013

The first Bayesian Young Statisticians Meeting, BAYSM 2013, has provided a unique opportunity for young researchers, M.S. students, Ph.D. students, and post-docs dealing with Bayesian statistics to connect with the Bayesian community at large, exchange ideas, and network with scholars...
Format: Paperback - Released: 23/08/2016

Bayesian Essentials with R by Jean-Michel Marin, Christian Robert Bayesian Essentials with R
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An ideal text for applied statisticians needing a standalone introduction to computational Bayesian statistics, this work by a renowned authority on the subject focuses on standard models backed up by real datasets. It includes an inclusive R (CRAN) package.
Format: Paperback - Released: 23/08/2016

Other books in this genre

Bayesian Methods in the Search for MH370 by Neil Gordon, Ian Holland, Jason Williams, Samuel Davey Bayesian Methods in the Search for MH370
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This book demonstrates how nonlinear/non-Gaussian Bayesian time series estimation methods were used to produce a probability distribution of potential MH370 flight paths.
Format: Paperback - Released: 16/07/2016

The Subjectivity of Scientists and the Bayesian Approach by S. James Press The Subjectivity of Scientists and the Bayesian Approach


Format: Paperback - Released: 16/03/2016

Current Trends in Bayesian Methodology with Applications by Satyanshu K. Upadhyay Current Trends in Bayesian Methodology with Applications

Collecting Bayesian material scattered throughout the literature, Current Trends in Bayesian Methodology with Applications examines the latest methodological and applied aspects of Bayesian statistics. The book covers biostatistics, econometrics, reliability and risk analysis, spatial statistics, image analysis, shape analysis, Bayesian...
Format: Hardback - Released: 26/05/2015

Bayesian Statistics from Methods to Models and Applications Research from BAYSM 2014 by Sylvia Fruhwirth-Schnatter Bayesian Statistics from Methods to Models and Applications Research from BAYSM 2014

The Second Bayesian Young Statisticians Meeting (BAYSM 2014) and the research presented here facilitate connections among researchers using Bayesian Statistics by providing a forum for the development and exchange of ideas.
Format: Hardback - Released: 20/05/2015

Spatial and Spatio-temporal Bayesian Models with R - INLA by Marta Blangiardo, Michela Cameletti Spatial and Spatio-temporal Bayesian Models with R - INLA
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Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a much needed, practically oriented & innovative presentation of the combination of Bayesian methodology and spatial statistics.
Format: Hardback - Released: 12/05/2015

Interdisciplinary Bayesian Statistics EBEB 2014 by Adriano Polpo de Campos Interdisciplinary Bayesian Statistics EBEB 2014

Through refereed papers, this volume focuses on the foundations of the Bayesian paradigm; EBEB, the Brazilian Meeting on Bayesian Statistics, is held every two years by the ISBrA, the International Society for Bayesian Analysis, one of the most active chapters...
Format: Hardback - Released: 26/02/2015

Bayesian Methods A Social and Behavioral Sciences Approach by Jeff Gill Bayesian Methods A Social and Behavioral Sciences Approach

An Update of the Most Popular Graduate-Level Introductions to Bayesian Statistics for Social Scientists Now that Bayesian modeling has become standard, MCMC is well understood and trusted, and computing power continues to increase, Bayesian Methods: A Social and Behavioral Sciences...
Format: Hardback - Released: 17/12/2014

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