Bayesian Statistics, Model Comparison, Model Selection, Machine Learning, Thoughts And Theory.
denominator of the equation above, is irrelevant for parameter estimation since it is independent of the parameters of interest and can simply be considered as a normalising constant. However, for model comparison the Bayesian model evidence, also called the marginal likelihood, plays a central