Data representation -- Univariate population parameters and sample statistics -- Normal distribution and standard scores ; Introduction to probability and sample statistics -- Introduction to hypothesis testing: inferences about a single mean ; Inferences about the difference between two means -- Inferences about proportions -- Inferences about variances -- Bivariate measures of association -- One-factor analysis of variance: fixed-effects model -- Multiple comparison procedures -- Factorial analysis of variance: fixed-effects model -- Introduction to analysis of covariance: one-factor fixed-effects model with single covariate -- Random- and mixed-effects analysis of variance models -- Hierarchical and randomized block analysis of variance models -- Simple linear regression -- Multiple regression -- Logistic regression