Bayesian statistics: principles and benefits

Abstract

The purpose of this article is to present the basic principles of the Bayesian approach to statistics and to contrast it with the frequentist approach. In particular, I hope to demonstrate the advantages that the Bayesian approach has, of providing more intuitive and meaningful inferences, of answering complex questions cleanly and exactly, of making use of all available information, and of being particularly well suited for decision-making