Bayesian Machine Learning, Bayesian Statistics, Inference, Editors Pick, Getting Started.
to produce artificial data sets X using sample parameters taken from the prior distribution. A comparison of how similar the artificial data set produced by the sample parameter from the prior to the observed real data set Y is undertaken by computing a distance 𝜌(X,Y). Parameter samples that