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Stochastic counterfactuals and stochastic sufficient causes

Most work in causal inference concerns deterministic counterfactuals; the literature on stochastic counterfactuals is small. In the stochastic counterfactual setting, the outcome for each individual under each possible set of exposures follows a probability distribution so that for any given exposur...

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Bibliographic Details
Published in:Stat Sin
Main Authors: VANDERWEELE, TYLER J., ROBINS, JAMES M.
Format: Artigo
Language:Inglês
Published: 2012
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4249711/
https://ncbi.nlm.nih.gov/pubmed/25473251
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.2008.186
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