Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors—all leaders in the statistics community—introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice.New to the Third EditionFour new chapters on nonparametric modelingCoverage of weakly informative priors and boundary-avoiding priorsUpdated discussion of cross-validation and predictive information criteriaImproved convergence monitoring and effective sample size calculations for iterative simulationPresentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagationNew and revised software codeThe book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book’s web page.
Populaire auteurs
David Baldacci (56) Nora Roberts (55) Mark Twain (51) M. C. Beaton (50) Morgan Rice (50) Stephen King (49) Lee Child (41) Michael Connelly (39) Agatha Christie (37) Terry Pratchett (36) Peter Robinson (31) Anonymous (29) Charles Dickens (29) John Grisham (26) Clive Cussler (24) Robert Ludlum (24) Harlan Coben (22) Ken Follett (22) Jane Austen (21) Paul van Loon (21)Populaire gewichtsboeken
818 KB 832 KB 1228 KB 726 KB 1006 KB 781 KB 1011 KB 1102 KB 514 KB 1014 KB 451 KB 676 KB 991 KB 1048 KB 1243 KB 455 KB 637 KB 645 KB 778 KB 865 KB