Bayes' theorem relies on incorporating prior probability distributions in order to generate posterior probabilities. In Bayesian statistical inference, prior probability is the probability of an ...

Statistical decision theory: risk, decision rules, loss and utility functions, Bayesian expected loss, Frequentist risk. Bayesian Inference: Bayes theorem, prior, posterior and predictive ...