Introduction to Statistics -- Descriptive Statistics -- Elements of Probability -- Random Variables and Expectation -- Special Random Variables -- Distributions of Sampling Statistics -- Parameter Estimation -- Hypothesis Testing -- Regression -- Analysis of Variance -- Goodness of Fit Tests and Categorical Data Analysis -- Nonparametric Hypothesis Tests -- Quality control -- Life Testing -- Simulation, Bootstrap Statistical Methods, and Permutation Tests