Thanks for the reply and the additional resource!
It looks like you’ve swapped technique in the new Git to some kind of interval censoring. Do you have a reference for this approach (ideally in a Bayesian flavor)? Further, am I to assume that the original approach won’t work in the new PyMC library or is there some other reason why you made the switch?
Thanks again for your help!