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Detecting Novel Associations in Large Datasets
Identifying interesting relationships between pairs of variables in large datasets is increasingly important. Here, we present a measure of dependence for two-variable relationships: the maximal information coefficient (MIC). MIC captures a wide range of associations both functional and not, and for...
Αποθηκεύτηκε σε:
| Κύριοι συγγραφείς: | , , , , , , , , |
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| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
2011
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| Θέματα: | |
| Διαθέσιμο Online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3325791/ https://ncbi.nlm.nih.gov/pubmed/22174245 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1126/science.1205438 |
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