DESCRIPTION

Package: targeted
Type: Package
Title: Targeted Inference
Version: 0.6
Date: 2024-10-30
Authors@R: c(person(given = "Klaus K.",
                    family = "Holst",
                    role = c("aut", "cre"),
                    email = "klaus@holst.it"),
             person(given = "Benedikt",
                    family = "Sommer",
                    role = c("aut"),
                    email = "benediktsommer92@gmail.com"),
             person(given = "Andreas",
                    family = "Nordland",
                    role = c("aut"),
                    email = "andreasnordland@gmail.com"))
Author: Klaus K. Holst [aut, cre], Benedikt Sommer [aut], Andreas Nordland [aut]
Maintainer: Klaus K. Holst <klaus@holst.it>
Description: Various methods for targeted and semiparametric inference including
	     augmented inverse probability weighted (AIPW) estimators for missing data and
	     causal inference (Bang and Robins (2005) <doi:10.1111/j.1541-0420.2005.00377.x>),
         variable importance and conditional average treatment effects (CATE)
         (van der Laan (2006) <doi:10.2202/1557-4679.1008>),
	     estimators for risk differences and relative risks (Richardson et al. (2017)
	     <doi:10.1080/01621459.2016.1192546>), assumption lean inference for generalized
         linear model parameters (Vansteelandt et al. (2022) <doi:10.1111/rssb.12504>).
Depends:
    R (>= 4.0),
    lava (>= 1.8.0),
    survival
Imports:
    cli,
    data.table,
    future.apply,
    nnls,
    optimx,
	progressr,
    methods,
    mets,
    R6,
    Rcpp (>= 1.0.0),
    rlang
Suggests:
    cmprsk,
    e1071,
    glmnet,
    grf,
    hal9001,
    mgcv,
    tinytest,
    rmarkdown,
    scatterplot3d,
    SuperLearner (>= 2.0-28),
    knitr,
    xgboost,
    viridisLite
BugReports: https://github.com/kkholst/targeted/issues
SystemRequirements: C++14, GNU make
URL: https://kkholst.github.io/targeted/
License: Apache License (== 2.0)
LinkingTo: Rcpp, RcppArmadillo
LazyLoad: yes
NeedsCompilation: yes
ByteCompile: yes
RcppModules: riskregmodel
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
VignetteBuilder: knitr