170 citations · 253 across the 7 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
econ.EM2022★ 40 cited
Logs with zeros? Some problems and solutions
Jiafeng Chen, Jonathan Roth
When studying an outcome that is weakly-positive but can equal zero (e.g. earnings), researchers frequently estimate an average treatment effect (ATE) for a "log-like" transfor…
econ.EM2022★ 170 cited
What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature
Jonathan Roth, Pedro H. C. Sant'Anna, Alyssa Bilinski +1
This paper synthesizes recent advances in the econometrics of difference-in-differences (DiD) and provides concrete recommendations for practitioners. We begin by articulating a si…