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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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Detaylı Bibliyografya
Yayımlandı:J R Stat Soc Series B Stat Methodol
Asıl Yazarlar: VanderWeele, Tyler J., Robins, James M.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2010
Konular:
Online Erişim: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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