Regularized Targeted Maximum Likelihood Estimation in Highly Adaptive Lasso Implied Working Models

Yi Li, Sky Qiu, Zeyi Wang +1

We address the challenge of performing Targeted Maximum Likelihood Estimation (TMLE) after an initial Highly Adaptive Lasso (HAL) fit. Existing approaches that utilize the data-ada…