Readings
Core (from syllabus: Weeks 5–6)
- Fox, J. (2016). Applied regression analysis and generalized linear models (3rd ed.). Sage Publications. (Ch. 11–13 on diagnostics; PDF in Materials.)
- Zuur, A. F., Ieno, E. N., & Elphick, C. S. (2010). A protocol for data exploration to avoid common statistical problems. Methods in Ecology and Evolution, 1(1), 3–14. (PDF in Materials.)
- Tibshirani, R. J., & Efron, B. (1993). An introduction to the bootstrap (selected chapters). Monographs on statistics and applied probability, 57. (PDF available in Materials for Participants; edition may differ.)
Optional
- Howell, D. C. Statistical methods for psychology — review chapters on assumptions / diagnostics (if useful). (PDF available in Materials for Participants.)