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portada Bayesian Nonparametric Data Analysis
Type
Physical Book
Publisher
Author
Year
2015
Language
English
Pages
208
Format
Paperback
Dimensions
23.4 x 15.6 cm
ISBN13
9783319189697

Bayesian Nonparametric Data Analysis

Alejandro Jara;Fernando Andres Quintana;Peter Muller (Author) · Springer Nature B.V. · Paperback

Bayesian Nonparametric Data Analysis - Alejandro Jara;Fernando Andres Quintana;Peter Muller

New Book Imported to Denmark
Delivery: 18 Aug - 26 Aug Shipping: 11 to 15 business days.
kr. 413,85
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Synopsis "Bayesian Nonparametric Data Analysis"

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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