chapter 1 Introduction -- chapter 2 Mathematical Preliminaries -- chapter 3 The Horse Race -- chapter 4 Elements of Utility Theory -- chapter 5 The Horse Race and Utility -- chapter 6 Select Methods for Measuring Model Performance -- chapter 7 A Utility-Based Approach to Information Theory -- chapter 8 Utility-Based Model Performance Measurement -- chapter 9 Select Methods for Estimating Probabilistic Models -- chapter 10 A Utility-Based Approach to Probability Estimation -- chapter 11 Extensions -- chapter 12 Select Applications.