Exact Bias Correction for Linear Adjustment of Randomized Controlled Trials

Haoge Chang, Joel Middleton, P. M. Aronow

In an influential critique of empirical practice, Freedman (2008) showed that the linear regression estimator was biased for the analysis of randomized controlled trials under the…