Ridge Rerandomization: An Experimental Design Strategy in the Presence of Collinearity

Zach Branson, Stephane Shao

Randomization ensures that observed and unobserved covariates are balanced, on average. However, randomizing units to treatment and control often leads to covariate imbalances in r…