Additional Resources

Textbook

• [BPS] Bruce, N., Pope, D., & Stanistreet, D. (2018). Quantitative methods for health research: a practical interactive guide to epidemiology and statistics. John Wiley & Sons.
• You can download the online version (within UIUC campus network or VPN) of this textbook [here]

R for Machine Learning Models

• I am also maintaining a textbook for [Statistical Learning and Machine Learning with R]
• You can find some R tutorial in this book
• If you are also interested in trying some machine learning models and understand how they work, these chapters could be useful:
  • Penalized Learning Regressions: Ridge and Lasso
  • Random Forests
  • Support Vector Machines