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idea for GSoC: an R package for fitting Bayesian Hierarchical Models

There is some interesting work being done on this topic in computer
science - e.g.

@inproceedings{keller:2008,
	Author = {Keller, Gabriele and Chaffey-Millar, Hugh and Chakravarty,
Manuel M. T. and Stewart, Don and Barner-Kowollik, Christopher},
	Booktitle = {Proceedings of the Tenth International Symposium on
Practical Aspects of Declarative Languages},
	Title = {Specialising Simulator Generators for High-Performance
Monte-Carlo Methods},
        Url = {http://www.cse.unsw.edu.au/~chak/project/polysim/},
	Year = {2008}
}

which explores a way to define a simulation at a high-level and then
compile it down to fast low-level primitives.  This seems like an
interesting approach, but I suspect you would struggle to find
students with the requisite statistical and computational backgrounds.

Hadley