Bayesian Statistics, Model Comparison, Model Selection, Machine Learning, Thoughts And Theory.
relies on the following relationship: This suggests the following estimator for the (reciprocal) of the model evidence: The model evidence can thus be estimated from the harmonic mean of the likelihood, given samples from the posterior 𝜽ᵢ, which can be generated by Markov Chain Monte Carlo (MCMC)