Cargando…

Association Factor for Identifying Linear and Nonlinear Correlations in Noisy Conditions

Background: In data analysis and machine learning, we often need to identify and quantify the correlation between variables. Although Pearson’s correlation coefficient has been widely used, its value is reliable only for linear relationships and Distance correlation was introduced to address this sh...

Descripción completa

Detalles Bibliográficos
Autores principales: Kachouie, Nezamoddin N., Deebani, Wejdan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516922/
https://www.ncbi.nlm.nih.gov/pubmed/33286214
http://dx.doi.org/10.3390/e22040440