Bayesian Machine Learning, Bayesian Statistics, Inference, Editors Pick, Getting Started.
analytical posterior distributions for n trials of coin flips, n=10, n=100 and n=1,000. Image by author. ABC estimated Posterior distribution So let’s pretend our binomial example has a horrific likelihood function and therefore we must estimate the posterior distribution using ABC methods. We use