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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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書誌詳細
出版年:J R Stat Soc Series B Stat Methodol
主要な著者: VanderWeele, Tyler J., Robins, James M.
フォーマット: Artigo
言語:Inglês
出版事項: 2010
主題:
オンライン・アクセス: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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