Signal Processing and Inference for the Physical Sciences  Meeting hosted by the British Royal Society in 2012 with text and audio lectures available.

Bayesian Statistical Analysis*******  OpenCourseWare from the University of California Irvine.

Summer School in Bertinoro 2009 Brief course in statistics for astrophysics with lectures by Jasper Wall, Alan Heavens & Cristiano Porciani.