While empirical sciences consistently refer to statistical probability, Bayesians understand probability in terms of rational degrees of belief. This book develops a dual approach, according to which a combination of both concepts of probability is necessary. Following Kant, subjective probability without statistical probability is blind, and statistical probability without subjective probability is empty.