Bayesian Nonparametric Data Analysis

Name: Bayesian Nonparametric Data Analysis
Brand: Springer International Publishing AG
SKU: 9783319189673
Price: 2703 CZK
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Autor: Peter Mueller, Fernando Andrés Quintana, Alejandro Jara, Tim Hanson

Jazyk:

Vazba: Pevná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

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This book reviews nonparametric Bayesian methods and models that have proven useful in the context o...

Informace o knize

Autor

Peter Mueller, Fernando Andrés Quintana, Alejandro Jara, Tim Hanson

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2015

Stránek

193

EAN

9783319189673

ISBN

3319189670

Enbook ID

09277490

Vydavatel

Springer International Publishing AG

Hmotnost

464

Rozměry

163 x 246 x 17

Kompletní popis

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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Bayesian Nonparametric Data Analysis

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Kompletní popis

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