Published multiple papers with co-authors including Tengyuan Liang, Sanjog Misra, Sebastian Calonico, Matias Cattaneo, and others. Research areas include deep learning, treatment effect heterogeneity, nonlinear binscatter methods, etc.
Research Experience
Developed several statistical software packages including rdhte, binsreg, lspartition, nprobust, and rdrobust, which cover areas such as regression discontinuity designs, binscatter regressions, partitioning-based least squares regression, etc.
Background
Associate Professor of Economics, Mellichamp Chair of Mind and Machine Intelligence, University of California, Santa Barbara
Miscellany
Contact: mhfarrell@gmail.com; Find more academic resources on Google Scholar, Semantic Scholar