wilsoncai1992/TMLEbootstrap: Bootstrap Confidence Intervals for Targeted Maximum Likelihood Estimators

Estimate multiple causal parameters (ATE, integral squared density, variance of the conditional ATE, etc) using Highly-Adaptive LASSO Targeted Maximum Likelihood Estimators (HAL-TMLE) and also generate nonparametric bootstrap confidence intervals for the parameter estimates. References: Cai, Weixin, and van der Laan, Mark (2020) <arXiv:1905.10299>; Van der Laan, Mark J., and Sherri Rose (2011, ISBN:9781441997821).

install.packages("remotes")
remotes::install_github("wilsoncai1992/TMLEbootstrap")