lspls: LS-PLS Models
Version 0.2-1

Implements the LS-PLS (least squares - partial least squares) method described in for instance Jrgensen, K., Segtnan, V. H., Thyholt, K., Ns, T. (2004) A Comparison of Methods for Analysing Regression Models with Both Spectral and Designed Variables. Journal of Chemometrics, 18(10), 451--464.

AuthorBjrn-Helge Mevik
Date of publication2011-10-20 20:26:07
MaintainerBjrn-Helge Mevik <bhx6@mevik.net>
LicenseGPL-2
Version0.2-1
URL http://mevik.net/work/software/lspls.html
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("lspls")

Popular man pages

lspls: Fit LS-PLS Models
lsplsCv: Cross-Validate LS-PLS Models
MSEP.lsplsCv: MSEP, RMSEP and R^2 for LS-PLS
orthlsplsCv: Low Level Cross-Validation Function
orthlspls.fit: Underlying LS-PLS Fit Function
predict.lspls: Predict Method for LS-PLS Models
projections: Projection and Orthogonalisation
See all...

All man pages Function index File listing

Man pages

lspls: Fit LS-PLS Models
lsplsCv: Cross-Validate LS-PLS Models
lspls.package: LS-PLS (Least Squares-Partial Least Squares) Models
MSEP.lsplsCv: MSEP, RMSEP and R^2 for LS-PLS
orthlsplsCv: Low Level Cross-Validation Function
orthlspls.fit: Underlying LS-PLS Fit Function
plot.lspls: Plots of LS-PLS Models
plot.lsplsCv: Plot Method for Cross-Validations
predict.lspls: Predict Method for LS-PLS Models
projections: Projection and Orthogonalisation

Functions

Files

man
man/plot.lspls.Rd
man/predict.lspls.Rd
man/lsplsCv.Rd
man/orthlspls.fit.Rd
man/lspls.Rd
man/lspls.package.Rd
man/projections.Rd
man/orthlsplsCv.Rd
man/MSEP.lsplsCv.Rd
man/plot.lsplsCv.Rd
DESCRIPTION
NAMESPACE
R
R/plots.R
R/lsplsCv.R
R/MSEP.R
R/projections.R
R/orthlspls.fit.R
R/predict.lspls.R
R/orthlsplsCv.R
R/lspls.R
MD5
lspls documentation built on May 19, 2017, 4:19 p.m.

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