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Partial Least Squares Regression for Beta Regression Models
2021International ...
Bertrand, Frédéric +1 more
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A twist to partial least squares regression
Journal of Chemometrics, 2005AbstractA modification of the PLS1 algorithm is presented. Stepwise optimization over a set of candidate loading weights obtained by taking powers of the y–X correlations and X standard deviations generalizes the classical PLS1 based on y–X covariances and hence adds flexibility to the modelling.
openaire +1 more source
A novel regression method: Partial least distance square regression methodology
Chemometrics and Intelligent Laboratory Systems, 2022Bin Nie +7 more
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Sparse Partial Least Squares Regression for Simultaneous Dimension Reduction and Variable Selection
Journal of the Royal Statistical Society Series B: Statistical Methodology, 2010Sündüz Keleş
exaly
Outliers in partial least squares regression
Analytica Chimica Acta, 2005R. Lletí +4 more
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Partial Least-Squares Regression (PLSR)
2013Daniel V. Guebel, Néstor V. Torres
openaire +1 more source
On the structure of partial least squares regression
Communications in Statistics Part B: Simulation and Computation, 1988Inge S Helland
exaly
libPLS: An integrated library for partial least squares regression and linear discriminant analysis
Chemometrics and Intelligent Laboratory Systems, 2018Yi-Zeng Liang
exaly

