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Targeted Maximum Likelihood Estimation of Natural Direct Effects

In many causal inference problems, one is interested in the direct causal effect of an exposure on an outcome of interest that is not mediated by certain intermediate variables. Robins and Greenland (1992) and Pearl (2001) formalized the definition of two types of direct effects (natural and control...

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Sonraí Bibleagrafaíochta
Foilsithe in:Int J Biostat
Main Authors: Zheng, Wenjing, van der Laan, Mark J.
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2012
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6055937/
https://ncbi.nlm.nih.gov/pubmed/22499725
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2202/1557-4679.1361
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