biplot.mvr |
Biplots of PLSR and PCR Models. |
coef.mvr |
Extract Information From a Fitted PLSR or PCR Model |
coefplot |
Plot Regression Coefficients of PLSR and PCR models |
compnames |
Extract Information From a Fitted PLSR or PCR Model |
corrplot |
Plots of Scores, Loadings and Correlation Loadings |
crossval |
Cross-validation of PLSR and PCR models |
cvsegments |
Generate segments for cross-validation |
explvar |
Extract Information From a Fitted PLSR or PCR Model |
fitted.mvr |
Extract Information From a Fitted PLSR or PCR Model |
kernelpls.fit |
Kernel PLS (Dayal and MacGregor) |
loading.weights |
Extract Scores and Loadings from PLSR and PCR Models |
loadingplot |
Plots of Scores, Loadings and Correlation Loadings |
loadings |
Extract Scores and Loadings from PLSR and PCR Models |
makepredictcall.msc |
Multiplicative Scatter Correction |
makepredictcall.stdized |
Standardization of Data Matrices |
model.frame.mvr |
Extract Information From a Fitted PLSR or PCR Model |
model.matrix.mvr |
Extract Information From a Fitted PLSR or PCR Model |
msc |
Multiplicative Scatter Correction |
MSEP |
MSEP, RMSEP and R2 of PLSR and PCR models |
mvr |
Partial Least Squares and Principal Component Regression |
mvrCv |
Cross-validation |
naExcludeMvr |
Adjust for Missing Values |
NIR |
Multivariate Dataset of NIR Spectra |
oscorespls.fit |
Orthogonal scores PLSR |
pcr |
Partial Least Squares and Principal Component Regression |
plot.loadings |
Plots of Scores, Loadings and Correlation Loadings |
plot.mvr |
Plot Method for MVR objects |
plot.mvrVal |
Validation Plots |
plot.scores |
Plots of Scores, Loadings and Correlation Loadings |
plsr |
Partial Least Squares and Principal Component Regression |
predict.msc |
Multiplicative Scatter Correction |
predict.mvr |
Predict Method for PLSR and PCR |
predict.stdized |
Standardization of Data Matrices |
prednames |
Extract Information From a Fitted PLSR or PCR Model |
predplot |
Prediction Plots |
predplotXy |
Prediction Plots |
print.mvr |
Summary and Print Methods for PLSR and PCR objects |
print.mvrVal |
Summary and Print Methods for PLSR and PCR objects |
R2 |
MSEP, RMSEP and R2 of PLSR and PCR models |
residuals.mvr |
Extract Information From a Fitted PLSR or PCR Model |
respnames |
Extract Information From a Fitted PLSR or PCR Model |
RMSEP |
MSEP, RMSEP and R2 of PLSR and PCR models |
scoreplot |
Plots of Scores, Loadings and Correlation Loadings |
scores |
Extract Scores and Loadings from PLSR and PCR Models |
sensory |
Multivariate Dataset of Sensory Data |
simpls.fit |
Sijmen de Jong's SIMPLS |
stdize |
Standardization of Data Matrices |
summary.mvr |
Summary and Print Methods for PLSR and PCR objects |
svdpc.fit |
Principal Component Regression |
validationplot |
Validation Plots |
Yloadings |
Extract Scores and Loadings from PLSR and PCR Models |
Yscores |
Extract Scores and Loadings from PLSR and PCR Models |