Bayesian methods : a social and behavioral sciences approach /: a social and behavioral sciences approach. (2015)

• Record Type: Book
• Further Information: Note: Jeff Gill.
• Authors: Gill, Jeff
• Contents: Front Cover; Dedication; Contents; List of Figures; List of Tables; Preface to the Third Edition; Preface to the Second Edition; Preface to the First Edition; Chapter 1 -- Background and Introduction; Chapter 2 -- Specifying Bayesian Models; Chapter 3 -- The Normal and Student's-t Models; Chapter 4 -- The Bayesian Prior; Chapter 5 -- The Bayesian Linear Model; Chapter 6 -- Assessing Model Quality; Chapter 7 -- Bayesian Hypothesis Testing and the Bayes Factor; Chapter 8 -- Bayesian Decision Theory; Chapter 9 -- Monte Carlo and Related Iterative Methods; Chapter 10 -- Basics of Markov Chain Monte Carlo. Chapter 11 -- Implementing Bayesian Models with Markov Chain Monte CarloChapter 12 -- Bayesian Hierarchical Models; Chapter 13 -- Some Markov Chain Monte Carlo Theory; Chapter 14 -- Utilitarian Markov Chain Monte Carlo; Chapter 15 -- Markov Chain Monte Carlo Extensions; Appendix A -- Generalized Linear Model Review; Appendix B -- Common Probability Distributions; References; Back Cover.
• Publisher Details: Boca Raton, FL : CRC Press Taylor & Francis Group
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource (xliii, 678 pages), illustrations
• Subjects: 519.5/42; Bayesian statistical decision theory; Social sciences -- Statistical methods; Bayesian statistical decision theory; Methode van Bayes; Sociale wetenschappen; Bayes-Entscheidungstheorie; Bayes-Verfahren; Sozialwissenschaften; Bayesian statistical decision theory; Social sciences -- Statistical methods; Electronic books
• Languages: English
• ISBNs: 9781439862490; 1439862494
• Related ISBNs: 9781439862483; 1439862486
• Notes: Note: Includes bibliographical references and indexes.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.