Partial Least Squares Regression with Backward Selection of Predictors

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Documentation for package ‘autopls’ version 1.3

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autopls autopls
autoplsVAL Validate a fitted autopls model
clusterCV Validate a fitted autopls model
coef.autopls Extract information from a fitted autopls model
coef.slim Extract information from a fitted autopls model
confine Test for model extrapolations or interpolations and removal of bold predictions in autopls
extract.autopls Extract information from a fitted autopls model
fitted.autopls Extract information from a fitted autopls model
get.iter Extract information from a fitted autopls model
get.lv Extract information from a fitted autopls model
jack.test.autopls Validate a fitted autopls model
liability Test for model extrapolations or interpolations and removal of bold predictions in autopls
loadings.autopls Extract information from a fitted autopls model
metaval Validate a fitted autopls model
murnau.W Hyperspectral reflectance and plant attributes
murnau.X Hyperspectral reflectance and plant attributes
murnau.Y Hyperspectral reflectance and plant attributes
plot.autopls Plotting function for autopls objects
postprocessing Test for model extrapolations or interpolations and removal of bold predictions in autopls
predict.autopls Prediction using a fitted autopls model
predict.slim Prediction using a condensed autopls model
predicted Extract information from a fitted autopls model
prepro Preprocessing in autopls
print.autopls Summary and print functions for autopls objects
print.slim Summary and print functions for autopls objects
R2.autopls Validate a fitted autopls model
repeatedCV Validate a fitted autopls model
reset Resets the number of latent vectors and the iteration used in autopls objects
residuals.autopls Extract information from a fitted autopls model
RMSEP.autopls Validate a fitted autopls model
scores.autopls Extract information from a fitted autopls model
set.iter Sets the run of an autopls backwards selection to be used
set.lv Sets the number of latent vectors in autopls objects
slim Extract information from a fitted autopls model
summary.autopls Summary and print functions for autopls objects
summary.slim Summary and print functions for autopls objects