I have to admit that I don’t quite remember, but I’ll have a look whether I can find the notebook with the experiments I ran; they’re on an older computer that I’ll have to start up. Fit a beta distribution that captures correlation in the fitted parameters? may also be relevant and might have other pointers (although I’ve only skimmed it).