It has occurred to me that the discussion has shifted towards programming vs mathematics, instead of the actual discussion proposed by the OP to focus on MCMC.

It has occurred to me that the discussion has shifted towards programming vs mathematics, instead of the actual discussion proposed by the OP to focus on MCMC. This happens a lot here, focus is lost very easily.