Probable probabilities

We have intuitions about how probable different probabilities of success are, given the data we observed.

We visualise them as a probability distribution:

This is a posterior probability distribution, because it takes into account information about the data, as well as (implicitly, so far) information about how probable we think each probability is to begin with.

Let’s make that implicit information explicit and see how we arrived at this posterior distribution step by step.