Getting started -- Entering data -- Working with commands, do-files, and results -- Descriptive statistics and graphs for one variable -- Statistics and graphs for two categorical variables -- Tests for one or two means -- Bivariate correlation and regression --Analysis of variance -- Multiple regression -- Logistic regression -- Measurement, reliability, and validity -- Structural equation and generalized structural equation modeling -- Working with missing values: multiple imputation -- An introduction to multilevel analysis -- Item response theory (IRT) -- What's next?