In econometrics / empirical social science:
- Mostly Harmless Econometrics by Joshua Angrist and Jorn Steffan Piscke
- Causal Inference for Statistics, Social, and Biomedical Sciences by Guido Imbens and Donald Rubin
- Data Analysis using Regression and Multilevel Models by Andrew Gelman and Jennifer Hill