Targeted Learning Estimation of Sampling Variance for Improved Inference

Yunwen Ji, Mark van der Laan, Alan Hubbard

For robust statistical inference it is crucial to obtain a good estimator of the variance of the proposed estimator of the statistical estimand. A commonly used estimator of the va…