<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Targeted Inference</dc:title>
  <dc:title>R package targeted version 0.8</dc:title>
  <dc:subject>CRAN Task View: MissingData (https://CRAN.R-project.org/view=MissingData)</dc:subject>
  <dc: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) &lt;doi:10.1111/j.1541-0420.2005.00377.x&gt;),
         variable importance and conditional average treatment effects (CATE)
         (van der Laan (2006) &lt;doi:10.2202/1557-4679.1008&gt;),
	     estimators for risk differences and relative risks (Richardson et al. (2017)
	     &lt;doi:10.1080/01621459.2016.1192546&gt;), assumption lean inference for generalized
         linear model parameters (Vansteelandt et al. (2022) &lt;doi:10.1111/rssb.12504&gt;).</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1)</dc:relation>
  <dc:relation>Imports: R6, Rcpp (&gt;= 1.1.1), abind, cli, future.apply, lava (&gt;=
1.9.2), methods, mets (&gt;= 1.3.9), quadprog, progressr, rlang,
survival</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppArmadillo</dc:relation>
  <dc:relation>Suggests: SuperLearner (&gt;= 2.0-28), MASS, cmprsk, data.table, e1071,
earth, glmnet, grf, hal9001, mgcv, nnls, optimx, polle (&gt;=
1.5), pracma, quarto, randomForestSRC, ranger, riskRegression,
scatterplot3d, tinytest, viridisLite, xgboost (&gt;= 3.1.2.1),</dc:relation>
  <dc:creator>Klaus K. Holst &lt;klaus@holst.it&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Klaus K. Holst [aut, cre],
  Benedikt Sommer [aut],
  Andreas Nordland [aut],
  Christian B. Pipper [ctb]</dc:contributor>
  <dc:rights>Apache License (== 2.0)</dc:rights>
  <dc:date>2026-07-15</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=targeted</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.targeted</dc:identifier>
</oai_dc:dc>
