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tmle3: The Extensible TMLE Framework

Coyle, Jeremy


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{
  "description": "<p>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.</p>", 
  "license": "https://opensource.org/licenses/GPL-3.0", 
  "creator": [
    {
      "affiliation": "University of California, Berkeley", 
      "@id": "https://orcid.org/0000-0002-9874-6649", 
      "@type": "Person", 
      "name": "Coyle, Jeremy"
    }
  ], 
  "url": "https://zenodo.org/record/4603359", 
  "datePublished": "2021-03-13", 
  "keywords": [
    "targeted learning", 
    "causal machine learning", 
    "causal inference"
  ], 
  "version": "v0.2.0", 
  "contributor": [
    {
      "affiliation": "University of California Berkeley", 
      "@id": "https://orcid.org/0000-0002-7127-2789", 
      "@type": "Person", 
      "name": "Hejazi, Nima"
    }
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.4603359", 
  "@id": "https://doi.org/10.5281/zenodo.4603359", 
  "@type": "SoftwareSourceCode", 
  "name": "tmle3: The Extensible TMLE Framework"
}
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