TY - BOOK AU - Bolstad,William M. TI - Understanding computational Bayesian statistics T2 - Wiley series in computational statistics SN - 9780470567371 AV - QA279.5 .B649 2010 U1 - 519.5/42 22 PY - 2010/// CY - Hoboken, N.J. PB - Wiley KW - Bayesian statistical decision theory KW - Data processing KW - fast KW - Bayes-Entscheidungstheorie KW - swd KW - Electronic books N1 - Includes bibliographical references (pages 307-311) and index; Front Matter -- Introduction to Bayesian Statistics -- Monte Carlo Sampling from the Posterior -- Bayesian Inference -- Bayesian Statistics Using Conjugate Priors -- Markov Chains -- Markov Chain Monte Carlo Sampling from Posterior -- Statistical Inference from a Markov Chain Monte Carlo Sample -- Logistic Regression -- Poisson Regression and Proportional Hazards Model -- Gibbs Sampling and Hierarchical Models -- Going Forward with Markov Chain Monte Carlo -- A: Using the Included Minitab Macros -- B: Using the Included R Functions -- References -- Topic Index -- Wiley Series in Computational Statistics; Electronic reproduction; [S.l.]; HathiTrust Digital Library; 2011 UR - https://eresourcesptsl.ukm.remotexs.co/user/login?url=http://onlinelibrary.wiley.com/book/10.1002/9780470567371 ER -