Variables and research design -- Descriptive statistics -- Probability, sampling and distributions -- Hypothesis testing and statistical significance -- Correlational analysis: Pearson's r -- Analyses of differences between two conditions: the t-test -- Issues of signficance -- Measures of association -- Analysis of differences between three or more conditions: one-factor ANOVA -- Analysis of variance with more than one IV -- Regression analysis -- Introduction to factor analysis -- Analysis of three or more groups partialling out effects of a covariate -- Introduction to multivariate analysis of variance (MANOVA) -- Non-parametric statistics

1. Mathematical statistics
2. Psychology -- Statistical methods
3. SPSS (Computer file)