Comment by meanmrmustard92

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