New and Updated Features Increased clarity of exposition throughout. Many new and updated problems. New and updated exercises and text material — chosen for interest value and to build student intuition about probability — including: Computing NCAA basketball tournament win probabilities The friendship paradox New material on the Pareto distribution New material on Poisson limit results New material on the Lorenz curve