Loadings for Principal Component Analysis and Partial Least Squares


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Documentation for package ‘loadings’ version 0.4.1

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antibiotic Metagenome and metabolome data from antibiotic-treated mouse feces.
covid19 Proteome and metabolome data of COVID-19 serum samples.
fasting Metabolome analysis of mouse liver samples in fasting conditions
greentea Metabolome analysis of Japanese green tea
multiplsrog_loading Multiset partial least squares rank order of groups loading
multipls_geigen Multiset PLS : Multiset partial least squares
multipls_loading Multiset partial least squares loading
multipls_rog Multiset PLS-ROG : Multiset partial least squares with rank order of groups
onekpca_loading One-sided kernel principal component loading
one_kpca One-sided kernel principal component analysis
ospca_loading Orthogonal smoothed principal component loading
os_pca Orthogonal smoothed principal component analysis
pca_loading Principal component loading
plsda_loading Partial least squares discriminant analysis (PLS-DA) loading
plsrog_loading Partial least squares rank order of groups loading
pls_da Partial least squares discriminant analysis (PLS-DA)
pls_loading Partial least squares loading
pls_rog PLS-ROG : Partial least squares with rank order of groups
pls_svd Partial least squares
rcca_da Regularized canonical correlation analysis for discriminant analysis (RCCA-DA)
rcca_loading Regularized canonical correlation analysis (RCCA-DA) loading
turnover Metabolomic Turnover analysis of the yeast culture mediums
unsvmultipls_loading Unsupervised multiset partial least squares loading
unsv_multipls Unsupervised multiset partial least squares
whhl Metabolome analysis of plasma, liver, heart and brain samples from rabbits with hyperlipidemia.