Bayesian Machine Learning, Bayesian Statistics, Inference, Editors Pick, Getting Started.
distribution and produce simulation data using our model (middle row). Prior samples that produce simulation data similar to the observed data (top left) are keep as samples that make up the posterior distribution of the model parameter (middle bottom). This is known as ABC rejection sampling.