Bayesian ideas and data analysis : an introduction for scientists and statisticians / Ronald Christensen ... [et al.] - Boca Raton, FL : CRC Press, 2011 - xvii, 498 p. : ill. ; 26 cm. - Chapman & Hall/CRC texts in statistical science series . - Chapman & Hall/CRC texts in statistical science .

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

9781439803547 (hardcover : alk. paper)


Bayesian statistical decision theory