If you liked An Intuitive Explanation of Bayesian Reasoning , you may also wish to read A Technical Explanation of Technical Explanation by the same author, which goes into greater detail on the application of Bayescraft to human rationality and the philosophy of science. You may also enjoy the Twelve Virtues of Rationality and The Simple Truth . Other authors: E. T. Jaynes: Probability Theory With Applications in Science and Engineering (full text online). Theory and applications for Bayes' Theorem and Bayesian reasoning. See also Jaynes's magnum opus, Probability Theory: The Logic of Science .