03092oam 2200625I 450 991079702500332120230725060957.00-429-11177-01-4398-9479-510.1201/9781439894798 (CKB)3710000000391596(EBL)1648259(SSID)ssj0001458102(PQKBManifestationID)12560567(PQKBTitleCode)TC0001458102(PQKBWorkID)11450609(PQKB)11678728(MiAaPQ)EBC1648259(Au-PeEL)EBL1648259(CaPaEBR)ebr11167509(OCoLC)908079493(OCoLC)958798895(EXLCZ)99371000000039159620180706d2010 uy 0engur|n|---|||||txtccrBayesian ideas and data analysis an introduction for scientists and statisticians /by Ronald Christensen, Wesley Johnson, Adam Branscum and Timothy E HansonFirst edition.Boca Raton, FL :CRC Press, an imprint of Taylor and Francis,2010.1 online resource (518 p.)Chapman & Hall/CRC Texts in Statistical Science SeriesDescription based upon print version of record.1-4398-0354-4 Includes bibliographical references and indexes.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: ProbabilityAppendix C: Getting Started in RReferences; Author Index; Subject Index; Back coverEmphasizing the use of WinBUGS and R to analyze real data, Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians presents statistical tools to address scientific questions. It highlights foundational issues in statistics, the importance of making accurate predictions, and the need for scientists and statisticians to collaborate in analyzing data. The WinBUGS code provided offers a convenient platform to model and analyze a wide range of data.Texts in statistical science.Bayesian statistical decision theoryBayesian statistical decision theory.519.5/42Christensen Ronald66381Branscum AdamHanson Timothy EJohnson WesleyMiAaPQMiAaPQMiAaPQBOOK9910797025003321Bayesian ideas and data analysis3831934UNINA