Contents:

ch 1 Introduction
ch 2 Probability
ch 3 Probability Distributions and Probability Densities
ch 4 Mathematical Expectation
ch 5 Special Probability Distributions
ch 6 Special Probability Densities
ch 7 Functions of Random Variables
ch 8 Sampling Distributions
ch 9 Decision Theory
ch10 Point Estimation
ch11 Interval Estimation
ch12 Hypothesis Testing
ch13 Tests of Hypothesis Involving Means, Variances, and Proportions

ch14 Regression and Correlation
ch15 Design and Analysis of Experiments
ch16 Nonparametric Tests

Appendix A Sums and Products
Appendix B Special Probability Distributions
Appendix C Special Probability Densities