When Prediction Error Is Not Enough: Evaluating Nuisance-Function Prediction for Causal Estimation.

arXiv:2609.00071v3 Announce Type: replace Abstract: Prediction error is widely used to evaluate nuisance-function estimators in causal inference, but its relationship with the performance of the resulting causal estimator is not well understood. We studied thi