Basic concepts -- Describing and exploring data -- The normal distribution -- Sampling distributions and hypothesis testing -- Basic concepts of probability -- Categorical data and chi-square -- Hypothesis tests applied to means -- Power -- Correlation and regression -- Alternative correlational techniques -- Simple analysis of variance -- Multiple comparisons among treatment means -- Factorial analysis of variance -- Repeated-measures designs -- Multiple regression -- Analyses of variance and covariance as general linear models -- Log-linear analysis -- Resampling and nonparametric approaches to data.