Preface to the Second Edition.- Preface.- Probability Space.- Random Variables.- Binomial and Poisson Random Variables.- Limit Theorems.- Estimation and Hypothesis Testing.- Linear Regression.- Moment Generating Functions and Sums of Independent Random Variables.- Transformations of Random Variables and Random Vectors.- Finding and Comparing Estimators.- Multiple Linear Regression.- Further Reading.- Common Distributions.- Normal Table.- Student Table.- Chi-Square Table.- Index.