TY - BOOK AU - Christensen,Ronald TI - Bayesian ideas and data analysis: an introduction for scientists and statisticians T2 - Chapman & Hall/CRC texts in statistical science series SN - 9781439803547 (hardcover : alk. paper) PY - 2011/// CY - Boca Raton, FL PB - CRC Press KW - Bayesian statistical decision theory N1 - Includes bibliographical references and index; Prologue -- Fundamental ideas I -- Integration versus simulation -- Fundamental ideas II -- Comparing populations -- Simulations -- Basic concepts of regression -- Binominal regression -- Linear regression -- Correlated data -- Count data -- Time to event data -- Time to event regression -- Binary diagnostic tests -- Nonparametric models -- Appendix A: Matrices and vectors -- Appendix B: Probability -- Appendix C: Getting started in R ER -