Bayesian Statistics, Model Comparison, Model Selection, Machine Learning, Thoughts And Theory.
Mancini. Bayes theorem. [Image source.] Selection of an appropriate model to describe observed data is a critical task in many areas of data science, and science in general. The Bayesian formalism provides a robust and principled statistical framework for comparing and selecting models. However,