• 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 (PLS-PM). plspm contains ... functions for performing Partial Least Squares Path Modeling (PLS-PM) analysis for both metric...
  • PLS-Graph

  • Referenced in 8 articles [sw11498]
  • structural equations modeling using the partial least squares approach. PLS-Graph 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...
  • ADE-4

  • 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, t-distribution 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 cross-validation, 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: Matrix-Based 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 least-squares solution is computed. Singularities induced...
  • LVPLS

  • Referenced in 7 articles [sw22949]
  • manual: latent variables path analysis with partial least-squares 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...