An Improvised SIMPLS Estimator Based on MRCD-PCA Weighting Function and Its Application to Real Data

An Improvised SIMPLS Estimator Based on MRCD-PCA Weighting Function and Its Application to Real Data

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Multicollinearity often occurs when two or more predictor variables are correlated, especially for high dimensional data (HDD) where <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>p</mi>&l...

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Bibliographic Details
Main Authors: Siti Zahariah, Habshah Midi, Mohd Shafie Mustafa
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Symmetry
Subjects:
high dimensional data
high leverage point
minimum regularized covariance determinant
partial least squares regression
principal component analysis
SIMPLS
Online Access:https://www.mdpi.com/2073-8994/13/11/2211

Internet

https://www.mdpi.com/2073-8994/13/11/2211

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