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A Bayesian Semiparametric Latent Variable Approach to Causal Mediation

In assessing causal mediation effects in randomized studies, a challenge is that the direct and indirect effects can vary across subjects due to different measured and unmeasured characteristics. In that case, the population effect estimated from standard approaches implicitly averages over and does...

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Библиографические подробности
Опубликовано в: :Stat Med
Главные авторы: Kim, Chanmin, Daniels, Michael J., Li, Yisheng, Milbury, Kathrin, Cohen, Lorenzo
Формат: Artigo
Язык:Inglês
Опубликовано: 2017
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC5837944/
https://ncbi.nlm.nih.gov/pubmed/29250817
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.7572
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