I'm writing a simple Metropolis-Hastings MCMC algorithm. Every time a move gets accepted, the point is added to a list of accepted points. I wonder what exactly I should do when a proposed move has been rejected.
Should the last accepted point be added to the list again, thus making the list one entry longer,
should I not add anything to the list, continuing until finally some new point gets accepted?