PCA, PLS(-DA) and OPLS(-DA) for multivariate analysis and feature selection of omics data


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Documentation for package ‘ropls’ version 1.2.1

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ropls-package PCA, PLS(-DA) and OPLS(-DA) for multivariate analysis and feature selection of omics data
aminoacids Amino-Acids Dataset
cellulose NIR-Viscosity example data set to illustrate multivariate calibration using PLS, spectral filtering and OPLS
cornell Octane of various blends of gasoline
foods Food consumption patterns accross European countries (FOODS)
linnerud Linnerud Dataset
lowarp A multi response optimization data set (LOWARP)
mark 'mark' Dataset
opls PCA, PLS(-DA), and OPLS(-DA)
opls.default PCA, PLS(-DA), and OPLS(-DA)
plot.opls Plot Method for (O)PLS(-DA)
predict.opls Predict Method for (O)PLS
ropls PCA, PLS(-DA) and OPLS(-DA) for multivariate analysis and feature selection of omics data
sacurine Analysis of the human adult urinary metabolome variations with age, body mass index and gender
strF Printed summary of an R object