Introduction - If you have any usage issues, please Google them yourself
MCMC toolbox for Matlab
From this page you can download a set of Matlab function for some statistical MCMC analyses of mathematical models. This code might be useful to you if you are already familiar with Matlab and want to do MCMC analysis using it.