Case Studies in Bayesian Statistical Modelling and Analysis

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9781119941828: Case Studies in Bayesian Statistical Modelling and Analysis
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Provides an accessible foundation to Bayesian analysis usingreal world models

This book aims to present an introduction to Bayesian modellingand computation, by considering real case studies drawn fromdiverse fields spanning ecology, health, genetics and finance. Eachchapter comprises a description of the problem, the correspondingmodel, the computational method, results and inferences as well asthe issues that arise in the implementation of theseapproaches.

Case Studies in Bayesian Statistical Modelling andAnalysis:

  • Illustrates how to do Bayesian analysis in a clear and concisemanner using real-world problems.
  • Each chapter focuses on a real-world problem and describes theway in which the problem may be analysed using Bayesianmethods.
  • Features approaches that can be used in a wide area ofapplication, such as, health, the environment, genetics,information science, medicine, biology, industry and remotesensing.

Case Studies in Bayesian Statistical Modelling andAnalysis is aimed at statisticians, researchers andpractitioners who have some expertise in statistical modelling andanalysis, and some understanding of the basics of Bayesianstatistics, but little experience in its application. Graduatestudents of statistics and biostatistics will also find this bookbeneficial.

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“As such, this book can serve as a handy reference for proficient statisticians and programmers.”  (The Quarterly Review of Biology, 1 October 2015)

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Published by John Wiley Sons Inc, United States (2012)
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Book Description John Wiley Sons Inc, United States, 2012. Hardback. Condition: New. New. Language: English . Brand New Book. 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. Seller Inventory # AAH9781119941828

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Published by John Wiley Sons Inc, United States (2012)
ISBN 10: 1119941822 ISBN 13: 9781119941828
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Book Description John Wiley Sons Inc, United States, 2012. Hardback. Condition: New. New. Language: English . Brand New Book. 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. Seller Inventory # AAH9781119941828

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Book Description John Wiley Sons Inc, United States, 2012. Hardback. Condition: New. New. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. 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. Seller Inventory # BTE9781119941828

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