Bayesian Machine Learning, Bayesian Statistics, Inference, Editors Pick, Getting Started.
given us a coin and bets us that we won’t be able to tell him what the true probability (p) of flipping a heads is. The coin can either land of heads or tails so the problem is a binomial. Our friend is a lunatic and we don’t trust his coin one bit. We impart this distrust into our prior belief by