I agree with Jochen. You've got a problem with convergence and symmetrizing the PMF is going to hide the orthogonal sampling barrier, which is likely the most interesting piece of information in your data set. I'll plug my own paper on this one: https://www.sciencedirect.com/science/article/pii/S0005273616300839