Module 2: logistic regression

Required:

• An Introduction to Statistical Learning with Applications in R by James, G., Witten, D., Hastie, T., and Tibshirani, R.:
  • Section 4.3: Logistic regression
• S.K. Sarkar, Habshah Midi and Sohel Rana, 2011, Detection of Outliers and Influential Observations in Binary Logistic Regression: An Empirical Study, Journal of Applied Sciences, 11: 26-35.

Optional:

• Data Analysis Using Regression and Multilevel/Hierarchical Models by Gelman A., and Hill, J.:
  • Section 5: Logistic regression
• Course Notes for IS 6489, Statistics and Predictive Analytics by Jeff Webb.:
  • Section 8: Logistic regression