Bayesian Nonparametric Modeling and Data Analysis [Kõva köide]

(University of Illinois Chicago USA), (University of Texas at Austin USA)
  • Formaat: Hardback, 300 pages, kõrgus x laius: 235x156 mm, 50 Illustrations, black and white
  • Sari: Chapman & Hall/CRC Texts in Statistical Science
  • Ilmumisaeg: 30-Jun-2020
  • Kirjastus: Apple Academic Press Inc.
  • ISBN-10: 1482243377
  • ISBN-13: 9781482243376
Teised raamatud teemal:
Bayesian Nonparametric Modeling and Data Analysis
  • Formaat: Hardback, 300 pages, kõrgus x laius: 235x156 mm, 50 Illustrations, black and white
  • Sari: Chapman & Hall/CRC Texts in Statistical Science
  • Ilmumisaeg: 30-Jun-2020
  • Kirjastus: Apple Academic Press Inc.
  • ISBN-10: 1482243377
  • ISBN-13: 9781482243376
Teised raamatud teemal:

This book provides a class of highly flexible models that can accurately describe and predict many types of real data sets. There are a large number of applications from a wide range of scientific fields including economics, medicine, bioinformatics, genetics, psychology, education, sociology, and engineering. The book provides an accessible and self-contained introduction to the ideas underpinning Bayesian nonparametrics with lots of real data examples, computing using R, MATLAB and WinBUGS, and exercises for course use or self-study.

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