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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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Detalles Bibliográficos
Autores principales: Dümcke, Sebastian, Mansmann, Ulrich, Tresch, Achim
Formato: Artigo
Lenguaje:Inglês
Publicado: Public Library of Science 2014
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Acceso en línea: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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