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Bayesian Ideas and Data Analysis : an Introduction for Scientists and Statisticians.

Author: Ronald Christensen; Wesley Johnson; Adam Branscum; Timothy E Hanson
Publisher: Hoboken : CRC Press, 2010.
Series: Chapman & Hall/CRC Texts in Statistical Science.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book provides a good introduction to Bayesian approaches to applied statistical modelling. ... The authors have fulfilled their main aim of introducing Bayesian ideas through examples using a large number of statistical models. An interesting feature of this book is the humour of the authors that make it more fun than typical statistics books. In summary, this is a very interesting introductory book, very well  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Christensen, Ronald.
Bayesian Ideas and Data Analysis : An Introduction for Scientists and Statisticians.
Hoboken : CRC Press, ©2010
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ronald Christensen; Wesley Johnson; Adam Branscum; Timothy E Hanson
ISBN: 9781439894798 1439894795
OCLC Number: 908079493
Description: 1 online resource (518 pages).
Contents: Front cover; Contents; Preface; Chapter 1: Prologue; Chapter 2: Fundamental Ideas I; Chapter 3: Integration Versus Simulation; Chapter 4: Fundamental Ideas II; Chapter 5:Comparing Populations; Chapter 6: Simulations; Chapter 7: Basic Concepts of Regression; Chapter 8: Binomial Regression; Chapter 9: Linear Regression; Chapter 10: Correlated Data; Chapter 11: Count Data; Chapter 12: Time to Event Data; Chapter 13: Time to Event Regression; Chapter 14: Binary Diagnostic Tests; Chapter 15: Nonparametric Models; Appendix A: Matrices and Vectors; Appendix B: Probability. Appendix C: Getting Started in RReferences; Author Index; Subject Index; Back cover.
Series Title: Chapman & Hall/CRC Texts in Statistical Science.

Abstract:

Emphasizing the use of WinBUGS and R to analyze real data, thsi book presents statistical tools to address scientific questions. It highlights foundational issues in statistics, the importance of  Read more...

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This book provides a good introduction to Bayesian approaches to applied statistical modelling. ... The authors have fulfilled their main aim of introducing Bayesian ideas through examples using a Read more...

 
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