targeted: Targeted Inference

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:	0.7.1
Depends:	R (≥ 4.1)
Imports:	R6, Rcpp (≥ 1.0.0), abind, cli, future.apply, lava (≥ 1.8.2), methods, mets (≥ 1.3.9), 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:	2026-01-12
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

Documentation:

Reference manual:	targeted.html , targeted.pdf
Vignettes:	Prediction models (source, R code) Estimating a relative risk or risk difference with a binary exposure (source, R code)

Downloads:

Package source:	targeted_0.7.1.tar.gz
Windows binaries:	r-devel: targeted_0.7.1.zip, r-release: targeted_0.7.1.zip, r-oldrel: targeted_0.7.1.zip
macOS binaries:	r-release (arm64): targeted_0.7.1.tgz, r-oldrel (arm64): targeted_0.7.1.tgz, r-release (x86_64): targeted_0.7.1.tgz, r-oldrel (x86_64): targeted_0.7.1.tgz
Old sources:	targeted archive

Reverse dependencies:

Reverse imports:	carts, polle
Reverse suggests:	lava

Linking:

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