Contamination Bias in Linear Regressions

Paul Goldsmith-Pinkham, Peter Hull, Michal Kolesár

We study regressions with multiple treatments and a set of controls that is flexible enough to purge omitted variable bias. We show that these regressions generally fail to estimat…