Integrative Dimension Reduction Analysis for Multi-Source Data

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Documentation for package ‘iSFun’ version 1.1.0

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iscca Integrative sparse canonical correlation analysis
iscca.cv Cross-validation for iscca
iscca.plot Plot the results of iscca
ispca Integrative sparse principal component analysis
ispca.cv Cross-validation for ispca
ispca.plot Plot the results of ispca
ispls Integrative sparse partial least squares
ispls.cv Cross-validation for ispls
ispls.plot Plot the results of ispls
meta.scca Meta-analytic sparse canonical correlation analysis method in integrative study
meta.spca Meta-analytic sparse principal component analysis method in integrative study
meta.spls Meta-analytic sparse partial least squares method in integrative study
preview.cca Statistical description before using function iscca
preview.pca Statistical description before using function ispca
preview.pls Statistical description before using function ispls
scca Sparse canonical correlation analysis
simData.cca Example data for method iscca
simData.pca Example data for method ispca
simData.pls Example data for method ispls
spca Sparse principal component analysis
spls Sparse partial least squares