Bayesian Nonparametric Modeling and Data Analysis
Author:   George Karabatsos (University of Illinois, Chicago, USA) ,  Stephen Walker (University of Texas at Austin, USA)
Publisher:   Apple Academic Press Inc.
ISBN:  

9781482243376


Pages:   300
Publication Date:   01 January 2021
Format:   Hardback
Availability:   Not yet available   Availability explained
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Bayesian Nonparametric Modeling and Data Analysis


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Overview

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.

Full Product Details

Author:   George Karabatsos (University of Illinois, Chicago, USA) ,  Stephen Walker (University of Texas at Austin, USA)
Publisher:   Apple Academic Press Inc.
Imprint:   Apple Academic Press Inc.
ISBN:  

9781482243376


ISBN 10:   1482243377
Pages:   300
Publication Date:   01 January 2021
Audience:   College/higher education ,  Tertiary & Higher Education
Format:   Hardback
Publisher's Status:   Active
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

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