Bayesian Nonparametric Data Analysis

Name: Bayesian Nonparametric Data Analysis
Brand: Springer International Publishing AG
SKU: 9783319189673
Price: 20500 KES
Availability: OutOfStock
ISBN: 9783319189673

2015 ed.

by Alejandro Jara , Fernando Andres Quintana , Peter Müller

Book Details

Format Hardback

Book Series Springer Series in Statistics

ISBN-10 3319189670

ISBN-13 9783319189673

Edition 2015 ed.

Publisher Springer International Publishing AG

Imprint Springer International Publishing AG

Country of Manufacture CH

Country of Publication GB

Publication Date Jun 26th, 2015

Print length 193 Pages

Weight 464 grams

Dimensions 24.60 x 16.30 x 1.70 cms

Product Classification: Probability & statistics Probability and statistics Mathematical & statistical software Mathematical and statistical software

KSh 20,500.00

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This book reviews nonparametric Bayesian methods and models that have proven useful in the context of data analysis. In selecting specific nonparametric models, simpler and more traditional models are favored over specialized ones.

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.

Get Bayesian Nonparametric Data Analysis by Alejandro Jara, Fernando Andres Quintana at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer International Publishing AG and it has 193 pages.