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Bayesian Inference for the Causal Effect of Mediation

We propose a nonparametric Bayesian approach to estimate the natural direct and indirect effects through a mediator in the setting of a continuous mediator and a binary response. Several conditional independence assumptions are introduced (with corresponding sensitivity parameters) to make these eff...

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Autori principali: Daniels, Michael J., Roy, Jason A., Kim, Chanmin, Hogan, Joseph W., Perri, Michael G.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2012
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3927554/
https://ncbi.nlm.nih.gov/pubmed/23005030
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2012.01781.x
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