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The application of sparse estimation of covariance matrix to quadratic discriminant analysis

BACKGROUND: Although Linear Discriminant Analysis (LDA) is commonly used for classification, it may not be directly applied in genomics studies due to the large p, small n problem in these studies. Different versions of sparse LDA have been proposed to address this significant challenge. One implici...

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Detalles Bibliográficos
Autores principales: Sun, Jiehuan, Zhao, Hongyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4355996/
https://www.ncbi.nlm.nih.gov/pubmed/25886892
http://dx.doi.org/10.1186/s12859-014-0443-6

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