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Partial Least Squares Regression for Beta Regression Models
2021International ...
Bertrand, Frédéric +1 more
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An overview on the shrinkage properties of partial least squares regression
Computational Statistics, 2007Shrinkage factors (SF) for partial least squares (PLS) estimates of linear regression coefficients are evaluated. They are compared to the shrinkage factors of principal components regression and ridge regression techniques. It is shown that SF for PLS can be greater then 1.
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Partial least squares methods for functional regression models
2018An important class of prediction problems in modern biomedical studies is to use medical images as well as genetic and clinical biomarkers at an earlier time point to predict important clinical outcomes, including continuous, discrete, survival and longitudinal outcomes, at a later time point.
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Partial least trimmed squares regression
Chemometrics and Intelligent Laboratory Systems, 2022Zhonghao Xie, Xi'an Feng, Xiaojing Chen
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Outliers in partial least squares regression
Analytica Chimica Acta, 2005R. Lletí +4 more
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A novel regression method: Partial least distance square regression methodology
Chemometrics and Intelligent Laboratory Systems, 2022Bin Nie +7 more
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libPLS: An integrated library for partial least squares regression and linear discriminant analysis
Chemometrics and Intelligent Laboratory Systems, 2018Qingsong Xu +2 more
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