The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Provides an automated workflow for Principal Component Analysis (PCA) that simplifies multivariate data analysis by performing essential preprocessing, statistical tests, component extraction, and visualization in a single function call. The package automatically standardizes variables, computes correlation matrices, performs Kaiser-Meyer-Olkin (KMO) and Bartlett's tests, determines the optimal number of principal components using multiple selection criteria, generates component loadings and scores, and produces publication-ready tables and graphical outputs for researchers and students. Methodological background is described in Shankar et al. (2024) <doi:10.1007/s12665-024-11985-5>.
| Version: | 0.1.1 |
| Imports: | ggplot2, ggcorrplot, corrplot, psych, factoextra, stats, graphics, utils |
| Published: | 2026-08-30 |
| DOI: | 10.32614/CRAN.package.EasyPCA (may not be active yet) |
| Author: | S. Vishnu Shankar [aut, cre], V. Lavanya [aut], Santosha Rathod [aut], Mrinmoy Ray [aut], Anil Kumar [aut], Balaji Kannan [aut] |
| Maintainer: | S. Vishnu Shankar <S.vishnushankar55 at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | EasyPCA results |
| Reference manual: | EasyPCA.html , EasyPCA.pdf |
| Package source: | EasyPCA_0.1.1.tar.gz |
| Windows binaries: | r-devel: not available, r-release: EasyPCA_0.1.1.zip, r-oldrel: EasyPCA_0.1.1.zip |
| macOS binaries: | r-release (arm64): EasyPCA_0.1.1.tgz, r-oldrel (arm64): EasyPCA_0.1.1.tgz, r-release (x86_64): EasyPCA_0.1.1.tgz, r-oldrel (x86_64): EasyPCA_0.1.1.tgz |
Please use the canonical form https://CRAN.R-project.org/package=EasyPCA to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.