## From Uncertainty to Knowledge: Foundations of Bayesian Statistics

Bayesian statistics is an approach to statistics that relies on Bayes’ theorem to update the probabilities of hypotheses in light of new available data. Unlike the Frequentist approach, Bayesian statistics treats probabilities as expressions of knowledge or uncertainty rather than as frequencies of events.