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Partial Least Square Regression

PLS,Partial Least Square Regression,partial least squares regression,partial least squares regressions,partial least square regressions

Partial Least Square Regression - PLS
Publications: 2,199| Citation Count: 14,241
Stemming Variations: partial least squares regression, partial least squares regressions, partial least square regressions
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    • Partial least squares regression (PLS) is a linear regression technique developed to relate many regressors to one or several response variables...

    Javier González, et al. A robust partial least squares regression method with applications

    • Partial least squares regression (PLSR) is a method of finding a reliable predictor of the response variable when there are more regressors than observations. It does so by eliciting a small number of components from the regressors that are inherently informative about the response. Quantile regression (QR) estimates the quantiles of the response distribution by regression functions of the covariates, and so gives a fuller description of the response than does the usual regression for the mean value of the response...

    Yadolah Dodge, et al. Partial quantile regression

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