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lspls (version 0.2-2)

LS-PLS Models

Description

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, .

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Install

install.packages('lspls')

Monthly Downloads

153

Version

0.2-2

License

GPL-2

Issues

0

Pull Requests

0

Stars

0

Forks

0

Maintainer

Bj<c3><b8>rn-Helge Mevik

Last Published

July 26th, 2018

Functions in lspls (0.2-2)

predict.lspls

Predict Method for LS-PLS Models
lspls-package

lspls
MSEP.lsplsCv

MSEP, RMSEP and R^2 for LS-PLS
projections

Projection and Orthogonalisation
plot.lspls

Plots of LS-PLS Models
lspls

Fit LS-PLS Models
orthlspls.fit

Underlying LS-PLS Fit Function
plot.lsplsCv

Plot Method for Cross-Validations
lsplsCv

Cross-Validate LS-PLS Models
orthlsplsCv

Low Level Cross-Validation Function