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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Main Authors: | Siti Zahariah, Midi, Habshah, Mustafa, Mohd Shafie |
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Format: | Article |
Published: |
Multidisciplinary Digital Publishing Institute
2021
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Online Access: | http://psasir.upm.edu.my/id/eprint/95857/ https://www.mdpi.com/2073-8994/13/11/2211 |
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