I start with Wikipedia's list of maximum entropy distributions, pick the one that best represents the category for the kind of thing I'm reasoning about, and then update it with what data I happen to have.

It's usually simpler than it sounds, and helped me put together a lot of quick decision models, sales forecasts, etc.

https://en.m.wikipedia.org/wiki/Maximum_entropy_probability_...