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>).

Package details

AuthorKlaus K. Holst [aut, cre], Benedikt Sommer [aut], Andreas Nordland [aut], Christian B. Pipper [ctb]
MaintainerKlaus K. Holst <klaus@holst.it>
LicenseApache License (== 2.0)
Version0.7.1
URL https://kkholst.github.io/targeted/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("targeted")

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targeted documentation built on Jan. 12, 2026, 9:08 a.m.