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Mediation analysis with time varying exposures and mediators

In this paper we consider causal mediation analysis when exposures and mediators vary over time. We give non-parametric identification results, discuss parametric implementation, and also provide a weighting approach to direct and indirect effects based on combining the results of two marginal struc...

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Vydáno v:J R Stat Soc Series B Stat Methodol
Hlavní autoři: VanderWeele, Tyler J., Tchetgen Tchetgen, Eric J.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5560424/
https://ncbi.nlm.nih.gov/pubmed/28824285
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssb.12194
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