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tmle3: The Extensible TMLE Framework

Coyle, Jeremy


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  <dc:contributor>Hejazi, Nima</dc:contributor>
  <dc:creator>Coyle, Jeremy</dc:creator>
  <dc:date>2021-03-13</dc:date>
  <dc:description>The tmle3 R package provides A general framework supporting the implementation of targeted maximum likelihood estimators (TMLEs) of a diverse range of statistical target parameters through a unified interface. The goal is that the exposed framework be as general as the mathematical framework upon which it draws.</dc:description>
  <dc:identifier>https://zenodo.org/record/4603359</dc:identifier>
  <dc:identifier>10.5281/zenodo.4603359</dc:identifier>
  <dc:identifier>oai:zenodo.org:4603359</dc:identifier>
  <dc:relation>doi:10.5281/zenodo.4603358</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://opensource.org/licenses/GPL-3.0</dc:rights>
  <dc:subject>targeted learning</dc:subject>
  <dc:subject>causal machine learning</dc:subject>
  <dc:subject>causal inference</dc:subject>
  <dc:title>tmle3: The Extensible TMLE Framework</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>
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