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.
High-dimensional simultaneous inference with the bootstrap.Test, 26:685–719, 2017
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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.