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>).
| Version: | 0.7 |
| Depends: | R (≥ 4.1) |
| Imports: | R6,Rcpp (≥ 1.0.0),abind,cli,future.apply,lava (≥1.8.2), methods,mets (≥ 1.3.8),quadprog,progressr,rlang,survival |
| LinkingTo: | Rcpp,RcppArmadillo |
| Suggests: | SuperLearner (≥ 2.0-28),MASS,cmprsk,data.table,e1071,earth,glmnet,grf,hal9001,mgcv,nnls,optimx,polle (≥1.5),pracma,quarto,randomForestSRC,ranger,riskRegression,scatterplot3d,tinytest,viridisLite,xgboost (≥ 3.1.2.1) |
| Published: | 2025-12-10 |
| DOI: | 10.32614/CRAN.package.targeted |
| Author: | Klaus K. Holst [aut, cre], Benedikt Sommer [aut], Andreas Nordland [aut], Christian B. Pipper [ctb] |
| Maintainer: | Klaus K. Holst <klaus at holst.it> |
| BugReports: | https://github.com/kkholst/targeted/issues |
| License: | Apache License (== 2.0) |
| URL: | https://kkholst.github.io/targeted/ |
| NeedsCompilation: | yes |
| SystemRequirements: | Quarto command line tools(https://github.com/quarto-dev/quarto-cli). |
| Materials: | README,NEWS |
| In views: | MissingData |
| CRAN checks: | targeted results[issues need fixing before 2026-01-15] |