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Data Analysis: A Bayesian Tutorial Devinderjit Sivia, John Skilling
Publisher: Oxford University Press, USA

8 Replies As a graduate student, I took Bill Jefferys' Bayesian Inference course at the University of Texas, where we used Bayesian Data Analysis by Gelman et al. It has a lot of graphs illustrating the concepts, much like I try to do here. A standardized data analysis pipeline; Skilled bioinformatics specialists; Better (more uniform, less bias, simpler, faster, easier, etc) library preparation protocols; Continued reduction in cost of sequencing reagents/services. By the way, you might like the book "Data Analysis: A Bayesian Tutorial" by D. My copy is from 1996 but I think there is a 2nd edition out since then. Bernardo and Smith's 1994 book Bayesian Theory is perhaps most comprehensive, but quite mathematical. [新]『Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS』. ϼ�2011年刊行，Academic Press, Amsterdam, xviii+653 pp., ISBN:9780123814852 [hbk] → 版元ページ｜著者サイト）. Suggestions for a Gentle Bayesian Statistics Tutorial. For a shorter introduction try Sivia' book: Data analysis - A Bayesian tutorial.