Getting started -- Organizing data -- Averages and variation -- Elementary probability theory -- The Binomial probability distribution and related topics -- Normal distributions -- Introduction to sampling distributions -- Estimation -- Hypothesis testing -- Correlation and regression -- Chi-square and F distributions -- Nonparametric statistics.