Bayesian Machine Learning, Bayesian Statistics, Inference, Editors Pick, Getting Started.
Image by author. The distance function 𝜌(X,Y) The distance function is normally chosen to be the simplest summary statistic that can accurately compare the observed data (X) and the simulation data (Y). Popular choices: The absolute difference The sum of squared difference Kullback–Leibler