Regularized HAL-TMLEs target within the selected HAL working model and, in simulations, improve stability, bias, and coverage over relaxed HAL for ATE and survival-curve estimation.
The sandwich (robust covariance matrix) estimator.Unpublished manuscript, 1998
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Regularized Targeted Maximum Likelihood Estimation in Highly Adaptive Lasso Implied Working Models
Regularized HAL-TMLEs target within the selected HAL working model and, in simulations, improve stability, bias, and coverage over relaxed HAL for ATE and survival-curve estimation.