ABSTRACT
Those persons who have experience with Bayesian Statistics [3, 42] can skip this Chapter. Bayesian Statistics quantifies available prior knowledge either using data from prior experiments or subjective beliefs from substantive experts. This prior knowledge is in the form of prior distributions which quantify beliefs about various parameter values that are formally incorporated into the inferences via Bayes’ rule.
