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loadings  

Loadings for Principal Component Analysis and Partial Least Squares
View on CRAN: Click here


Download and install loadings package within the R console
Install from CRAN:
install.packages("loadings")

Install from Github:
library("remotes")
install_github("cran/loadings")

Install by package version:
library("remotes")
install_version("loadings", "0.5.1")



Attach the package and use:
library("loadings")
Maintained by
Hiroyuki Yamamoto
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-08
Latest Update: 2024-05-01
Description:
Computing statistical hypothesis testing for loading in principal component analysis (PCA) (Yamamoto, H. et al. (2014) ), orthogonal smoothed PCA (OS-PCA) (Yamamoto, H. et al. (2021) ), one-sided kernel PCA (Yamamoto, H. (2023) ), partial least squares (PLS) and PLS discriminant analysis (PLS-DA) (Yamamoto, H. et al. (2009) ), PLS with rank order of groups (PLS-ROG) (Yamamoto, H. (2017) ), regularized canonical correlation analysis discriminant analysis (RCCA-DA) (Yamamoto, H. et al. (2008) ), multiset PLS and PLS-ROG (Yamamoto, H. (2022) ).
How to cite:
Hiroyuki Yamamoto (2021). loadings: Loadings for Principal Component Analysis and Partial Least Squares. R package version 0.5.1, https://cran.r-project.org/web/packages/loadings. Accessed 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:53), 0.1.1 (2021-09-08 11:40), 0.2.1 (2022-09-02 09:40), 0.3.1 (2023-02-14 15:50), 0.4.1 (2023-10-08 21:10), 0.5.1 (2024-05-01 06:30)
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Complete documentation for loadings
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