<?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>Collaborative Targeted Maximum Likelihood Estimation</dc:title>
  <dc:title>R package ctmle version 0.1.2</dc:title>
  <dc:subject>CRAN Task View: CausalInference (https://CRAN.R-project.org/view=CausalInference)</dc:subject>
  <dc:description>Implements the general template for collaborative targeted maximum likelihood estimation. It also provides several commonly used C-TMLE instantiation, like the vanilla/scalable variable-selection C-TMLE (Ju et al. (2017) &lt;doi:10.1177/0962280217729845&gt;) and the glmnet-C-TMLE algorithm (Ju et al. (2017) &lt;arXiv:1706.10029&gt;). </dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 2.14.0), SuperLearner, tmle, glmnet, stats</dc:relation>
  <dc:relation>Suggests: testthat, knitr, rmarkdown, dplyr</dc:relation>
  <dc:creator>Cheng Ju &lt;jucheng1992@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Cheng Ju [aut, cre],
  Susan Gruber [aut],
  Richard Wyss [ctb],
  Jenny Haggstrom [ctb],
  Mark van der Laan [aut, ths]</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:date>2019-12-13</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=ctmle</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.ctmle</dc:identifier>
</oai_dc:dc>
