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Bayesian Nonparametric Data Analysis

Language EnglishEnglish
Book Hardback
Book Bayesian Nonparametric Data Analysis Peter Mueller
Libristo code: 09277490
Publishers Springer International Publishing AG, June 2015
This book reviews nonparametric Bayesian methods and models that have proven useful in the context o... Full description
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This book reviews nonparametric Bayesian methods and models that have proven useful in the context of data analysis. Rather than providing an encyclopedic review of probability models, the book's structure follows a data analysis perspective. As such, the chapters are organized by traditional data analysis problems. In selecting specific nonparametric models, simpler and more traditional models are favored over specialized ones.§The discussed methods are illustrated with a wealth of examples, including applications ranging from stylized examples to case studies from recent literature. The book also includes an extensive discussion of computational methods and details on their implementation. R code for many examples is included in online software pages.§

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About the book

Full name Bayesian Nonparametric Data Analysis
Language English
Binding Book - Hardback
Date of issue 2015
Number of pages 193
EAN 9783319189673
ISBN 3319189670
Libristo code 09277490
Weight 464
Dimensions 163 x 246 x 17
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