DESCRIPTION

Package: TMLEbootstrap
Title: Bootstrap Confidence Intervals for Targeted Maximum Likelihood Estimators
Version: 2.8.3
Authors@R: c(
    person("Weixin", "Cai", email = "wcai@berkeley.edu",
         role = c("aut", "cre", "cph"),
         comment = c(ORCID = "0000-0003-2680-3066"))
    )
Description: 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).
Depends:
    R (>= 3.2.0),
    hal9001 (>= 0.2.1),
    R6
Imports:
    Matrix,
    glmnet,
    tmle,
    origami (>= 0.8.2),
    gentmle2,
    ggplot2,
    assertthat
Suggests:
    truncnorm,
    nnls,
    dplyr,
    testthat,
    knitr,
    rmarkdown,
    covr
Remotes:
  github::tlverse/hal9001,
  github::tlverse/origami,
  github::jeremyrcoyle/gentmle2
License: GPL-2
URL: https://github.com/wilsoncai1992/TMLEbootstrap
BugReports: https://github.com/wilsoncai1992/TMLEbootstrap/issues
Encoding: UTF-8
LazyData: true
VignetteBuilder: knitr
RoxygenNote: 7.1.0