Also, I believe the model you’re using above @volabos is the fractional logit model, which I also have stan code for in the repo above. However, it can be quite inefficient if the ratio of continuous to discrete responses is very high. Also, it isn’t a statistical distribution, so it doesn’t have an RNG function/etc.