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Other courses and workshops

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.