TY - BOOK
AU - Gill, Jeff
TI - Bayesian Methods: A Social and Behavioral Sciences Approach
T2 - Statistics in the Social and Behavioral Sciences Series
SN - 1-58488-562-9
U1 - 519 Probabilities and applied mathematics
PY - 2008///
CY - Boca Raton, London, New York
PB - Chapman and Hall/CRC, an imprint of the Taylor and Francis Group
KW - Bayesian statistical decision theory
KW - Social sciences -- Statistical methods
N1 - from the Table of Contents: Preface; Background and Introduction; Specifying Bayesian Models; The Normal and Student's-t Models; The Bayesian Linear Model; The Bayesian Prior; Assessing Model Quality; Bayesian Hypothesis Testing and the Bayes Factor; Monte Carlo and Related Methods; Basics of Markov Chain Monte Carlo; Bayesian Hierarchical Models; Some Markov Chain Monte Carlo Theory; Utilitarian Markov Chain Monte Carlo; Advanced Markov Chain Monte Carlo; Appendices: Generalized Linear Model Review; Common Probability Distributions; Introduction to the BUGS Language; References; Author Index; Subject Index
ER -