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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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Dades bibliogràfiques
Publicat a:J R Stat Soc Series B Stat Methodol
Autors principals: VanderWeele, Tyler J., Robins, James M.
Format: Artigo
Idioma:Inglês
Publicat: 2010
Matèries:
Accés en línia: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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