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Targeted Maximum Likelihood Based Causal Inference: Part I

Given causal graph assumptions, intervention-specific counterfactual distributions of the data can be defined by the so called G-computation formula, which is obtained by carrying out these interventions on the likelihood of the data factorized according to the causal graph. The obtained G-computati...

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Bibliografiska uppgifter
Huvudupphovsman: van der Laan, Mark J.
Materialtyp: Artigo
Språk:Inglês
Publicerad: Berkeley Electronic Press 2010
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC3126670/
https://ncbi.nlm.nih.gov/pubmed/21969992
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2202/1557-4679.1211
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