Bayesian Statistics, Model Comparison, Model Selection, Machine Learning, Thoughts And Theory.
is where things get computationally challenging. The Bayesian model evidence is given by the integral of the likelihood and prior over the parameter space: Computation of the evidence therefore requires evaluation of a multi-dimensional integral, which can be highly computationally challenging. We