LOORA delivers an exactly unbiased regression-adjusted estimator for ATE in RCTs with closed-form variances and ridge regularization for small-sample stability, matching Lin (2013) asymptotically.
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Unbiased Regression-Adjusted Estimation of Average Treatment Effects in Randomized Controlled Trials
LOORA delivers an exactly unbiased regression-adjusted estimator for ATE in RCTs with closed-form variances and ridge regularization for small-sample stability, matching Lin (2013) asymptotically.