Könyv Bayesian Nonparametric Data Analysis Peter Mueller

Bayesian Nonparametric Data Analysis

Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 10-18 napon belül
43 885 Ft
This book reviews nonparametric Bayesian methods and models that have proven useful in the context o...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2015
oldal
193
EAN
9783319189673
ISBN
3319189670
Enbook ID
09277490
Súly
464
Méretek
163 x 246 x 17

Teljes leírás

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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