Bayesian Nonparametric Data Analysis

Language: English

Published by Springer, Springer Jun 2015, 2015

3319189670 / 9783319189673

Series: Book 137 of 160 - Springer Series in Statistics

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -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. 208 pp. Englisch.

Seller Inventory # 9783319189673

Title
Bayesian Nonparametric Data Analysis
Author
Peter Müller
Publisher
Springer, Springer Jun 2015
Publication year
2015
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319189670
ISBN 13
9783319189673
Item weight
483 grams
Dimensions
241x160x17 mm
Series
Book 137 of 160: Springer Series in Statistics

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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BuchWeltWeit Ludwig Meier e.K.

Germany