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:
loadings_0.5.1.tar.gz
loadings_0.5.1.zip(r-4.7)loadings_0.5.1.zip(r-4.6)loadings_0.5.1.zip(r-4.5)
loadings_0.5.1.tgz(r-4.6-any)loadings_0.5.1.tgz(r-4.5-any)
loadings_0.5.1.tar.gz(r-4.7-any)loadings_0.5.1.tar.gz(r-4.6-any)
loadings_0.5.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
loadings/json (API)
NEWS
| # Install 'loadings' in R: |
| install.packages('loadings', repos = c('https://hiroyukiyamamoto.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/hiroyukiyamamoto/loadings/issues
- 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
- turnover - Metabolomic Turnover analysis of the yeast culture mediums
- whhl - Metabolome analysis of plasma, liver, heart and brain samples from rabbits with hyperlipidemia.
Last updated from:c7407883e2. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 113 | ||
| source / vignettes | OK | 135 | ||
| linux-release-x86_64 | NOTE | 108 | ||
| macos-release-arm64 | NOTE | 196 | ||
| macos-oldrel-arm64 | NOTE | 176 | ||
| windows-devel | NOTE | 73 | ||
| windows-release | NOTE | 82 | ||
| windows-oldrel | NOTE | 83 | ||
| wasm-release | OK | 78 |
Exports:multipls_geigenmultipls_loadingmultipls_rogmultiplsrog_loadingone_kpcaonekpca_loadingos_pcaospca_loadingpca_loadingpls_dapls_loadingpls_rogpls_svdplsda_loadingplsrog_loadingrcca_darcca_loadingunsv_multiplsunsvmultipls_loading
Dependencies:geigen
