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Computational Statistics and Data Analysis(1)
Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology(1)
Fast computation of robust subspace estimators
ArticleAbstract: Dimension reduction is often an important step in the analysis of high-dimensional data. PCA is a poPalabras claves:Deterministic algorithm, High-dimensional data, Least trimmed squares, M-scale, Principal Component AnalysisAutores:Holger Cevallos-Valdiviezo, Van Aelst S.Fuentes:googlescopusRobust estimation of principal components: a literature review
Conference ObjectAbstract: In this work we do a short literature review on the most relevant methods for robust estimation of PPalabras claves:outlier detection, Outliers, Principal Component Analysis, Robust EstimationAutores:Ariana Rodríguez-Cristiansen, Holger Cevallos-Valdiviezo, Patricia Valdiviezo-ValenzuelaFuentes:scopus