An improvised SIMPLS estimator based on MRCD-PCA weighting function and its application to real data

Multicollinearity often occurs when two or more predictor variables are correlated, especially for high dimensional data (HDD) where p>>n . The statistically inspired modification of the partial least squares (SIMPLS) is a very popular technique for solving a partial least squares regression...

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Bibliographic Details
Main Authors: Siti Zahariah, Midi, Habshah, Mustafa, Mohd Shafie
Format: Article
Published: Multidisciplinary Digital Publishing Institute 2021