Draft of book “Veridical data science: the practice of responsible data analysis and decision- making” by Bin Yu and Rebecca Barter.
Statistical Models: Theory and Practice, D. Freedman [2009 Edition] (required)
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, T. Hastie et al. [2009 Edition] (recommended)