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Robust inference on population indirect causal effects: the generalized front door criterion

Standard methods for inference about direct and indirect effects require stringent no-unmeasured-confounding assumptions which often fail to hold in practice, particularly in observational studies. The goal of the paper is to introduce a new form of indirect effect, the population intervention indir...

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Bibliografiske detaljer
Udgivet i:J R Stat Soc Series B Stat Methodol
Main Authors: Fulcher, Isabel R., Shpitser, Ilya, Marealle, Stella, Tchetgen Tchetgen, Eric J.
Format: Artigo
Sprog:Inglês
Udgivet: 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7845925/
https://ncbi.nlm.nih.gov/pubmed/33531864
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssb.12345
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