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Multi-scale Fisher’s independence test for multivariate dependence

Identifying dependency in multivariate data is a common inference task that arises in numerous applications. However, existing nonparametric independence tests typically require computation that scales at least quadratically with the sample size, making it difficult to apply them in the presence of...

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Detalles Bibliográficos
Autores principales: GORSKY, S., MA, L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9648765/
https://www.ncbi.nlm.nih.gov/pubmed/36381997
http://dx.doi.org/10.1093/biomet/asac013