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Science/Engineering Bayesian Nonparametrics

Posted on 2010-03-16




Name:Science/Engineering Bayesian Nonparametrics
ASIN/ISBN:0387955372
Language:English
File size:22.6 Mb
Publish Date: April 8, 2003
ISBN: 0387955372
Pages: 304 pages
File Type: PDF
File Size: 22.6 MB
Other Info: Springer
   Science/Engineering Bayesian Nonparametrics

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Bayesian Nonparametrics

Bayesian nonparametrics has grown tremendously in the last three decades, especially in the last few years. This book is the first systematic treatment of Bayesian nonparametric methods and the theory behind them. While the book is of special interest to Bayesians, it will also appeal to statisticians in general because Bayesian nonparametrics offers a whole continuous spectrum of robust alternatives to purely parametric and purely nonparametric methods of classical statistics. The book is primarily aimed at graduate students and can be used as the text for a graduate course in Bayesian nonparametrics. Though the emphasis of the book is on nonparametrics, there is a substantial chapter on asymptotics of classical Bayesian parametric models.

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