ENGLISH

Bayesian data analysis

By Andrew Gelman , John B. Carlin , Hal S. Stern , Donald B. Rubin

Book information

Publisher
Chapman & Hall/CRC
Year
2004
ISBN
0203620828, 9780203491287, 0203491289, 9780203620823, 158488388X, 9781584883883
Open Library ID
OL17103921M
Language
english
Format
DJVU
Filesize
11 MB (11450894 bytes)
Series
Texts in statistical science
Edition
2nd ed
Pages
695\695
Library
mexmat
Time added
2009-07-20 03:45:11
Математика;Теория вероятностей и математическая ст

Description

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 critiques statistical analysis from a Bayesian perspective. Changes in the new edition include: added material on how Bayesian methods are connected to other approaches, stronger focus on MCMC, added chapter on further computation topics, more examples, and additional chapters on current models for Bayesian data analysis such as equation models, generalized linear mixed models, and more. The book is an introductory text and a reference for working scientists throughout their professional life.

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