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Robustness of the Quadratic Discriminant Function to correlated and uncorrelated normal training samples

This study investigates the asymptotic performance of the Quadratic Discriminant Function (QDF) under correlated and uncorrelated normal training samples. This paper specifically examines the effect of correlation, uncorrelation considering different sample size ratios, number of variables and varyi...

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Detalles Bibliográficos
Autores principales: Adebanji, Atinuke, Asamoah-Boaheng, Michael, Osei-Tutu, Olivia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4735077/
https://www.ncbi.nlm.nih.gov/pubmed/26877900
http://dx.doi.org/10.1186/s40064-016-1718-3