Modern Regression Techniques Using R: A Practical Guide for Students and Researchers

Very Brief Introduction to R Very brief introduction to R The basic regression ANOVA as regression ANCOVA: Lord's paradox and mediation analysis Model selection and shrinkage Generalized linear models (GLMs) Regression splines and generalized additive models (GAMs) Multilevel models Robust regression Conclusion - make your data cool