Package: loadings 0.5.1

loadings: Loadings for Principal Component Analysis and Partial Least Squares

Computing statistical hypothesis testing for loading in principal component analysis (PCA) (Yamamoto, H. et al. (2014) <doi:10.1186/1471-2105-15-51>), orthogonal smoothed PCA (OS-PCA) (Yamamoto, H. et al. (2021) <doi:10.3390/metabo11030149>), one-sided kernel PCA (Yamamoto, H. (2023) <doi:10.51094/jxiv.262>), partial least squares (PLS) and PLS discriminant analysis (PLS-DA) (Yamamoto, H. et al. (2009) <doi:10.1016/j.chemolab.2009.05.006>), PLS with rank order of groups (PLS-ROG) (Yamamoto, H. (2017) <doi:10.1002/cem.2883>), regularized canonical correlation analysis discriminant analysis (RCCA-DA) (Yamamoto, H. et al. (2008) <doi:10.1016/j.bej.2007.12.009>), multiset PLS and PLS-ROG (Yamamoto, H. (2022) <doi:10.1101/2022.08.30.505949>).

Authors:Hiroyuki Yamamoto

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Bug tracker:https://github.com/hiroyukiyamamoto/loadings/issues

On CRAN:

19 exports 2 stars 1.56 score 1 dependencies 1 dependents 26 scripts 689 downloads

Last updated 5 months agofrom:4db6fecf5c. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:multipls_geigenmultipls_loadingmultipls_rogmultiplsrog_loadingone_kpcaonekpca_loadingos_pcaospca_loadingpca_loadingpls_dapls_loadingpls_rogpls_svdplsda_loadingplsrog_loadingrcca_darcca_loadingunsv_multiplsunsvmultipls_loading

Dependencies:geigen