Royal Society Publishing has recently published special issue of Philosophical Transactions A entitled "Bayesian inference: challenges, perspectives, and prospects", compiled and edited by Christian P Robert, Judith Rousseau and Michael I Jordan. The articles can be accessed directly here.
You can purchase the print issue at the reduced price of £40 per issue by contacting sales@royalsociety.org.
Royal Society Publishing is also looking for new theme issues. If you are interested in submitting, please visit their website or contact the Editorial Office.