On the minimum strength of (unobserved) covariates to overturn an insignificant result

Danielle Tsao, Ronan Perry, Carlos Cinelli

We study conditions under which the addition of variables to a regression equation can turn a previously statistically insignificant result into a significant one. Specifically, we…