Bayesian Data Analysis, Third Edition
Language: en
Pages: 677
Authors: Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, Donald B. Rubin
Categories: Mathematics
Type: BOOK - Published: 2013-11-01 - Publisher: CRC Press

Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors—all leaders
Bayesian Data Analysis, Second Edition
Language: en
Pages: 717
Authors: Andrew Gelman, John B. Carlin, Hal S. Stern, Donald B. Rubin
Categories: Mathematics
Type: BOOK - Published: 2003-07-29 - Publisher: CRC Press

Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice over theory, describing how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Its world-class authors provide guidance on all aspects of Bayesian data analysis and include examples
Data Analysis
Language: en
Pages: 259
Authors: Devinderjit Sivia, John Skilling
Categories: Mathematics
Type: BOOK - Published: 2006-06 - Publisher: Oxford University Press

Focusing on Bayesian methods and maximum entropy, this book shows how a few fundamental rules can be used to tackle a variety of problems in data analysis. Topics covered include reliability analysis, multivariate optimisation, least-squares and maximum likelihood, and more.
Doing Bayesian Data Analysis
Language: en
Pages: 759
Authors: John K. Kruschke
Categories: Mathematics
Type: BOOK - Published: 2014-11-03 - Publisher: Academic Press

Provides an accessible approach to Bayesian data analysis, as material is explained clearly with concrete examples. The book begins with the basics, including essential concepts of probability and random sampling, and gradually progresses to advanced hierarchical modeling methods for realistic data.
Bayesian Data Analysis, Third Edition
Language: en
Pages: 675
Authors: Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, Donald B. Rubin
Categories: Mathematics
Type: BOOK - Published: 2013-11-27 - Publisher: CRC Press

Winner of the 2016 De Groot Prize from the International Society for Bayesian Analysis Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues