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Signed directed acyclic graphs for causal inference

Formal rules governing signed edges on causal directed acyclic graphs are described in this paper and it is shown how these rules can be useful in reasoning about causality. Specifically, the notions of a monotonic effect, a weak monotonic effect and a signed edge are introduced. Results are develop...

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Foilsithe in:J R Stat Soc Series B Stat Methodol
Main Authors: VanderWeele, Tyler J., Robins, James M.
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2010
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4239133/
https://ncbi.nlm.nih.gov/pubmed/25419168
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1467-9868.2009.00728.x
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