• Mixed effects modeling
• Design matrix overview
• t-test
• ANOVA
• Multiple regression
• Covariates
• Factorial ANOVA
• Single vs. multiple group models

Further reading:
Random effects analysis
Hierarchical models
Introduction to random field theory
Nonparametric tests