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A Constraint Optimization Approach to Causal Discovery from Subsampled Time Series Data
We consider causal structure estimation from time series data in which measurements are obtained at a coarser timescale than the causal timescale of the underlying system. Previous work has shown that such subsampling can lead to significant errors about the system’s causal structure if not properly...
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| Veröffentlicht in: | Int J Approx Reason |
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| Hauptverfasser: | , , , , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2017
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5944866/ https://ncbi.nlm.nih.gov/pubmed/29755201 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ijar.2017.07.009 |
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