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-4.5)loadings_0.5.1.zip(r-4.4)loadings_0.5.1.zip(r-4.3)
loadings_0.5.1.tgz(r-4.4-any)loadings_0.5.1.tgz(r-4.3-any)
loadings_0.5.1.tar.gz(r-4.5-noble)loadings_0.5.1.tar.gz(r-4.4-noble)
loadings_0.5.1.tgz(r-4.4-emscripten)loadings_0.5.1.tgz(r-4.3-emscripten)
loadings.pdf |loadings.html✨
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 7 months agofrom:4db6fecf5c. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 28 2024 |
| R-4.5-win | NOTE | Oct 28 2024 |
| R-4.5-linux | NOTE | Oct 28 2024 |
| R-4.4-win | NOTE | Oct 28 2024 |
| R-4.4-mac | NOTE | Oct 28 2024 |
| R-4.3-win | NOTE | Oct 28 2024 |
| R-4.3-mac | NOTE | Oct 28 2024 |
Exports:multipls_geigenmultipls_loadingmultipls_rogmultiplsrog_loadingone_kpcaonekpca_loadingos_pcaospca_loadingpca_loadingpls_dapls_loadingpls_rogpls_svdplsda_loadingplsrog_loadingrcca_darcca_loadingunsv_multiplsunsvmultipls_loading
Dependencies:geigen
