Case Studies in Bayesian Statistical Modelling and Analysis

- Alston, C: Case Studies in Bayesian Statistical Modelling an

af

indgår i serie Wiley Series in Probability and Statistics


Case Studies in Bayesian Statistical Modelling and Analysis
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Format:
Bog, hardback
Udgivelsesdato:
16-11-2012
Sprog:
Engelsk
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Provides an accessible foundation to Bayesian analysis using real world models This book aims to present an introduction to Bayesian modelling and computation, by considering real case studies drawn from diverse fields spanning ecology, health, genetics and finance. Each chapter comprises a description of the problem, the corresponding model, the computational method, results and inferences as well as the issues that arise in the implementation of these approaches. Case Studies in Bayesian Statistical Modelling and Analysis: * Illustrates how to do Bayesian analysis in a clear and concise manner using real-world problems. * Each chapter focuses on a real-world problem and describes the way in which the problem may be analysed using Bayesian methods. * Features approaches that can be used in a wide area of application, such as, health, the environment, genetics, information science, medicine, biology, industry and remote sensing.Case Studies in Bayesian Statistical Modelling and Analysis is aimed at statisticians, researchers and practitioners who have some expertise in statistical modelling and analysis, and some understanding of the basics of Bayesian statistics, but little experience in its application. Graduate students of statistics and biostatistics will also find this book beneficial.

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Udgivelsesdato:
16-11-2012
ISBN13:
9781119941828
Vægt:
762 g
Dybde:
28 mm
Bredde:
162 mm
Højde:
238 mm
Format:
Hardback
Forfattere
Bibliotekernes beskrivelse Provides an accessible foundation to Bayesian analysis using real world models This book aims to present an introduction to Bayesian modelling and computation, by considering real case studies drawn from diverse fields spanning ecology, health, genetics and finance.

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