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- W2160096357 abstract "A continuum standardization of the variables is proposed. It consists of dividing each variable by its standard deviation to the power α, where α is a scalar between 0 and 1. The non-standardized dataset and the standardized datasets appear as the two extreme points of this continuum and the Pareto standardization is its mid-point. Properties related to this standardization are discussed. Application to principal components analysis and PLS-regression is outlined and illustrated on the basis of real datasets." @default.
- W2160096357 created "2016-06-24" @default.
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- W2160096357 date "2015-11-01" @default.
- W2160096357 modified "2023-10-06" @default.
- W2160096357 title "A continuum standardization of the variables. Application to principal components analysis and PLS-regression" @default.
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- W2160096357 doi "https://doi.org/10.1016/j.chemolab.2015.09.008" @default.
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