Watch Joseph Kadane, author of Principles of Uncertainty speak at the JSM2011.
Well-written and comprehensive introduction to theory of Bayesian statistics
Each of the introductory chapters begins by introducing one new concept or assumption
Uses "just-in-time mathematics"â€”the introduction to mathematical ideas just before they are applied
Each chapter ends with a summary and exercises