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Estimation of high-dimensional directed acyclic graphs with surrogate intervention

Directed acyclic graphs (DAGs) have been used to describe causal relationships between variables. The standard method for determining such relations uses interventional data. For complex systems with high-dimensional data, however, such interventional data are often not available. Therefore, it is d...

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שמור ב:
מידע ביבליוגרפי
הוצא לאור ב:Biostatistics
Main Authors: Ha, Min Jin, Sun, Wei
פורמט: Artigo
שפה:Inglês
יצא לאור: Oxford University Press 2018
נושאים:
גישה מקוונת:https://ncbi.nlm.nih.gov/pmc/articles/PMC7776804/
https://ncbi.nlm.nih.gov/pubmed/30596892
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxy080
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