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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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Podrobná bibliografie
Vydáno v:Int J Biostat
Hlavní autoři: Zheng, Wenjing, van der Laan, Mark J.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2012
Témata:
On-line přístup: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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