
pls
 Referenced in 36 articles
[sw04365]
 package pls: Partial Least Squares and Principal Component regression , Multivariate regression methods Partial Least Squares ... Component Regression (PCR) and Canonical Powered Partial Least Squares (CPPLS...

LIBRA
 Referenced in 29 articles
[sw10553]
 RAPCA, ROBPCA), Principal Component Regression (RPCR), Partial Least Squares Regression (RSIMPLS), classification (RDA, RSIMCA), clustering...

JIVE
 Referenced in 22 articles
[sw09511]
 such as Canonical Correlation Analysis and Partial Least Squares. A JIVE analysis of gene expression...

spls
 Referenced in 13 articles
[sw09507]
 package spls: Sparse Partial Least Squares (SPLS) Regression and Classification. This package provides functions ... fitting a Sparse Partial Least Squares Regression and Classification...

Statistics Toolbox
 Referenced in 18 articles
[sw10157]
 apply regularization and shrinkage, or use partial least squares regression. The toolbox provides supervised...

plspm
 Referenced in 10 articles
[sw10492]
 Package plspm: Tools for Partial Least Squares Path Modeling (PLSPM). plspm contains ... functions for performing Partial Least Squares Path Modeling (PLSPM) analysis for both metric...

PLSGraph
 Referenced in 8 articles
[sw11498]
 structural equations modeling using the partial least squares approach. PLSGraph provides a complete graphical ... placed back into the same drawing. Partial Least Squares (PLS) can be a powerful method...

PROPACK
 Referenced in 113 articles
[sw04019]
 based on the Lanczos bidiagonalization algorithm with partial reorthogonalization (BPRO). The Lanczos routines can also ... linear systems of equations and linear least squares problems, in particular for systems with multiple...

ADE4
 Referenced in 8 articles
[sw14077]
 polynomial regression, multiple and PLS (partial least squares) regression and orthogonal regression (principal component regression...

gbm
 Referenced in 60 articles
[sw07994]
 boosting machine. Includes regression methods for least squares, absolute loss, tdistribution loss, quantile regression ... logistic, multinomial logistic, Poisson, Cox proportional hazards partial likelihood, AdaBoost exponential loss, Huberized hinge loss...

ppls
 Referenced in 5 articles
[sw24174]
 package ppls: Penalized Partial Least Squares. This package contains linear and nonlinear regression methods based ... Partial Least Squares and Penalization Techniques. Model parameters are selected via crossvalidation, and confidence...

semPLS
 Referenced in 5 articles
[sw10490]
 semPLS: structural equation modeling using partial least squares. Structural equation models (SEM) are very popular ... many disciplines. The partial least squares (PLS) approach to SEM offers an alternative to covariance...

PLS_Toolbox
 Referenced in 7 articles
[sw14428]
 takes its name from the Partial Least Squares (PLS) regression method, which has become...

matrixpls
 Referenced in 4 articles
[sw15456]
 package matrixpls: MatrixBased Partial Least Squares Estimation. Partial Least Squares Path Modeling algorithm...

plsRglm
 Referenced in 4 articles
[sw12196]
 plsRglm: Partial Least Squares Regression for Generalized Linear Models. Provides (weighted) Partial least squares Regression...

SCGLR
 Referenced in 5 articles
[sw12061]
 extended so as to combine Partial Least Squares regression with Generalized Linear Model estimation...

FISHPAK
 Referenced in 103 articles
[sw08012]
 order finite difference approximations to separable elliptic Partial Differential Equations (PDEs). These include Helmholtz equations ... When the problem is singular, a leastsquares solution is computed. Singularities induced...

LVPLS
 Referenced in 7 articles
[sw22949]
 manual: latent variables path analysis with partial leastsquares estimation...

TOMCAT
 Referenced in 3 articles
[sw01049]
 Component Analysis and its robust variant, Partial Least Squares, Continuum Power Regression, Partial Robust ... Continuum Regression and Radial Basis Functions Partial Least Squares...

plsdof
 Referenced in 3 articles
[sw12201]
 Freedom and Statistical Inference for Partial Least Squares Regression. The plsdof package provides Degrees ... Freedom estimates for Partial Least Squares (PLS) Regression. Model selection for PLS is based...