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Synopsis
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.
"synopsis" may belong to another edition of this title.
About the Author
Clair Alston, Queensland University of Technology and Science, Australia.
Kerrie L. Mengersen, Queensland University of Technology and Science, Australia.
Tony Pettitt, Queensland University of Technology and Science, Australia.
Review
“As such, this book can serve as a handy reference for proficient statisticians and programmers.” (The Quarterly Review of Biology, 1 October 2015)
"About this title" may belong to another edition of this title.
- PublisherWiley
- Publication date2012
- ISBN 10 1119941822
- ISBN 13 9781119941828
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages512
- EditorAlston Clair L., Mengersen Kerrie L., Pettitt Anthony N.
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CASE STUDIES IN BAYESIAN STATISTICAL MODELLING AND ANALYSIS
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Case Studies in Bayesian Statistical Modelling and Analysis (Hardcover)
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ISBN 10: 1119941822
ISBN 13: 9781119941828
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Hardcover. Condition: new. Hardcover. 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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781119941828
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Case Studies in Bayesian Statistical Modelling and Analysis
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Case Studies in Bayesian Statistical Modelling and Analysis
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ISBN 10: 1119941822
ISBN 13: 9781119941828
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Condition: New. 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. Editor(s): Alston, Clair L.; Mengersen, Kerrie L.; Pettitt, Anthony N. Series: Wiley Series in Probability and Statistics. Num Pages: 598 pages, Illustrations. BIC Classification: PBT; PBWH. Category: (P) Professional & Vocational. Dimension: 170 x 236 x 28. Weight in Grams: 762. . 2012. 1st Edition. Hardcover. . . . . Seller Inventory # V9781119941828
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Case Studies in Bayesian Statistical Modelling and Analysis
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Condition: New. 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. Editor(s): Alston, Clair L.; Mengersen, Kerrie L.; Pettitt, Anthony N. Series: Wiley Series in Probability and Statistics. Num Pages: 598 pages, Illustrations. BIC Classification: PBT; PBWH. Category: (P) Professional & Vocational. Dimension: 170 x 236 x 28. Weight in Grams: 762. . 2012. 1st Edition. Hardcover. . . . . Books ship from the US and Ireland. Seller Inventory # V9781119941828
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Case Studies in Bayesian Statistical Modelling and Analysis (Hardcover)
Published by
John Wiley & Sons Inc, New York, 2012
ISBN 10: 1119941822
ISBN 13: 9781119941828
New
Hardcover
First Edition
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Hardcover. Condition: new. Hardcover. 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. 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. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9781119941828
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