lspls: LS-PLS Models

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.

Author
Bjrn-Helge Mevik
Date of publication
2011-10-20 20:26:07
Maintainer
Bjrn-Helge Mevik <bhx6@mevik.net>
License
GPL-2
Version
0.2-1
URLs

View on CRAN

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

Files in this package

lspls
lspls/man
lspls/man/plot.lspls.Rd
lspls/man/predict.lspls.Rd
lspls/man/lsplsCv.Rd
lspls/man/orthlspls.fit.Rd
lspls/man/lspls.Rd
lspls/man/lspls.package.Rd
lspls/man/projections.Rd
lspls/man/orthlsplsCv.Rd
lspls/man/MSEP.lsplsCv.Rd
lspls/man/plot.lsplsCv.Rd
lspls/DESCRIPTION
lspls/NAMESPACE
lspls/R
lspls/R/plots.R
lspls/R/lsplsCv.R
lspls/R/MSEP.R
lspls/R/projections.R
lspls/R/orthlspls.fit.R
lspls/R/predict.lspls.R
lspls/R/orthlsplsCv.R
lspls/R/lspls.R
lspls/MD5