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Partial Least Squares Regression for Beta Regression Models

2021
International ...
Bertrand, Frédéric   +1 more
openaire   +2 more sources

A twist to partial least squares regression

Journal of Chemometrics, 2005
AbstractA 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

Partial Least-Squares Regression

2009
Jose Manuel Andrade-Garda   +3 more
openaire   +1 more source

A novel regression method: Partial least distance square regression methodology

Chemometrics and Intelligent Laboratory Systems, 2022
Bin Nie   +7 more
openaire   +1 more source

Sparse Partial Least Squares Regression for Simultaneous Dimension Reduction and Variable Selection

Journal of the Royal Statistical Society Series B: Statistical Methodology, 2010
Sündüz Keleş
exaly  

Outliers in partial least squares regression

Analytica Chimica Acta, 2005
R. Lletí   +4 more
openaire   +1 more source

Partial Least-Squares Regression (PLSR)

2013
Daniel 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, 1988
Inge S Helland
exaly  

libPLS: An integrated library for partial least squares regression and linear discriminant analysis

Chemometrics and Intelligent Laboratory Systems, 2018
Yi-Zeng Liang
exaly  

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