Descriptive statistics -- Basic concepts from probability theory -- Additional topics in probability -- Sampling distributions -- Statistical estimation -- Hypothesis testing -- Goodness-of-fit tests and applications -- Linear regression models -- Design of experiments -- Analysis of variance -- Bayesian estimation and inference -- Nonparametric tests -- Empirical methods -- Some issues in statistical applications: an overview.