Preface, 1 Preliminaries, 2 Probability, 3 Random Variables, 4 Expectations, 5 Limit Theorems, 6 Some Parametric Families, 7 Sampling and Reduction of Data, 8 Estimation, 9 Testing Hypotheses, 10 Analysis of Categorical Data, 11 Sequential Analysis, 12 Multivariate Distributions, 13 Nonpararnetric Tests, 14 Linear Models and Analysis of Variance, 15 Decision Theory, Tables, References and Further Reading, Answers to Problems, Index