more sampling

Iain Murray gave another nice talk today, this time in the machine learning group, about a high-end sampling method called elliptical slice sampling, optimized for gaussian process modeling, where calls to the prior probability distribution function are more expensive than likelihood calls. It was a very nice talk and got me thinking about slice sampling in general, which might be very useful to us.