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PenPC: A Two-step Approach to Estimate the Skeletons of High Dimensional Directed Acyclic Graphs
Estimation of the skeleton of a directed acyclic graph (DAG) is of great importance for understanding the underlying DAG and causal e ects can be assessed from the skeleton when the DAG is not identifiable. We propose a novel method named PenPC to estimate the skeleton of a high-dimensional DAG by a...
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| Опубликовано в: : | Biometrics |
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| Главные авторы: | , , |
| Формат: | Artigo |
| Язык: | Inglês |
| Опубликовано: |
2015
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| Предметы: | |
| Online-ссылка: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4808501/ https://ncbi.nlm.nih.gov/pubmed/26406114 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12415 |
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