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Reducción de la dimensionalidad para optimizar la clasificación de datos funcionales 

Huanca-Ochoa, Shirley Y. (2015-05)
Nowdays throw due to the continuous advance of technology, statisticians have been facing the need to develop new methods to extract meaningful information quickly and efficiently in large data sets, such as functional ...

Análisis no paramético para la predicción de datos funcionales 

Vélez-Ramos, Davier De J. (2013-06)
Los datos de alta dimensión y funcionales están ganando importancia en problemas de predicción debido a los avances técnicos que permiten su captura y tratamiento. Este tipo de datos aparecen frecuentemente en la Medicina ...

Empirical comparison between multiple time series and functional data analysis 

Vega-Cadillo, Claudio Andres (2021-05-12)
Despite Functional data analysis being a competitor of time series analysis, it has been found that in the last 15 years it has not been requested as much as multiple time series by the scientific community. The main ...

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AuthorHuanca-Ochoa, Shirley Y. (1)Vega-Cadillo, Claudio Andres (1)Vélez-Ramos, Davier De J. (1)Advisor
Acuña-Fernández, Edgar (3)
KeywordsClasificación de datos funcionales (1)Cluster analysis (1)Dimensionalidad (1)Functional data (1)Functional data analysis (1)Multiple time series (1)Nonparametric analysis (1)Outlier detection (1)Supervised classification (1)... View MoreSubject Heading
Functional analysis (3)
Cluster analysis (1)Dimension reduction (Statistics) (1)Dimensional analysis (1)Mathematical statisitcs (1)Mathematics statistics (1)Outliers (Statistics) (1)Prediction theory (1)Spline theory (1)Statistical functional (1)... View MoreTypeThesis (3)Date2013 (1)2015 (1)2021 (1)Department
Department of Mathematics (3)
ProgramMathematical Statistics (3)CollectionTheses & Dissertations (3)

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