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A Novel Test for Independence Derived from an Exact Distribution of ith Nearest Neighbours

Dependence measures and tests for independence have recently attracted a lot of attention, because they are the cornerstone of algorithms for network inference in probabilistic graphical models. Pearson's product moment correlation coefficient is still by far the most widely used statistic yet...

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Bibliografiska uppgifter
Huvudupphovsmän: Dümcke, Sebastian, Mansmann, Ulrich, Tresch, Achim
Materialtyp: Artigo
Språk:Inglês
Publicerad: Public Library of Science 2014
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4183502/
https://ncbi.nlm.nih.gov/pubmed/25275469
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0107955
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