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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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Bibliografski detalji
Izdano u:J R Stat Soc Series B Stat Methodol
Glavni autori: VanderWeele, Tyler J., Robins, James M.
Format: Artigo
Jezik:Inglês
Izdano: 2010
Teme:
Online pristup: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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