Bayesian Statistics, Model Comparison, Model Selection, Machine Learning, Thoughts And Theory.
can be related to the likelihood of data y via Bayes’ theorem where the prior distribution p(𝜽 | M) encodes our prior knowledge about the parameters before observation of the data (for an introduction to Bayesian inference see this excellent TDS article). The Bayesian model evidence, given by the