Introduction to Bayesian StatisticsForum on Statistical methods in Bioinformatics.
Bayesian Statistics with R
Organized by The Bioinformatics Department of Wageningen University.
Some of the most interesting materials I ever come across from E.T.Jaynes on Bayesian Probability: (A theoretical book exists as well )
These are lecture notes:
lect.01 lect.02 lect.03 lect.04 lect.05 lect.06 lect.07 lect.08 lect.09 lect.10 lect.13 lect.14 lect.15 lect.16 lect.17 lect.18 lect.19 lect.20 lect.24