PARTIAL LEAST SQUARES REGRESSION $PLS$ ON INTERVAL DATA

Uncertainty in the data can be considered as a numerical interval in which a variable can assume its possible values, this has been known as interval data. In this paper the $PLS$ regression methodology is extended to the case where explanatory, response variables and coefficients regression are int...

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Bibliografiske detaljer
Main Authors: Carlos Alberto Gaviria-Peña, Raúl Alberto Pérez-Agamez, María Eugenia Puerta-Yepes
Format: Artigo
Sprog:Espanhol
Udgivet: Universidad Nacional de Colombia, sede Medellín 2016-01-01
Serier:Revista de la Facultad de Ciencias
Fag:
Regresión por componentes principales
mínimos cuadrados parciales PLS
optimización intervalo-valuada
intervalo valores y vectores propios
Online adgang:https://revistas.unal.edu.co/index.php/rfc/article/view/54616
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