A distributionally robust treatment effect predictor that shrinks estimates toward zero while preserving the sign of the source ATE, derived via Wasserstein balls and Fréchet partial identification bounds.
The variance of G1 n is: VarP (G1 n) = Var P ( 1 n n∑ i=1 Zi ) = 1 n VarP (Zi), since the Zi are i.i.d
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Distributionally Robust Treatment Effect
A distributionally robust treatment effect predictor that shrinks estimates toward zero while preserving the sign of the source ATE, derived via Wasserstein balls and Fréchet partial identification bounds.