Provides a high-performance implementation of redundancy analysis (RDA) in 'C++' using 'Armadillo' and 'OpenMP'. Supports standard and partial RDA, centering, scaling, overall and axis-wise permutation tests, biplot visualization, score extraction, and prediction. Designed for large ecological, genomic, and other multivariate data sets where computational speed and memory efficiency are important.
| Version: | 0.1.2 |
| Depends: | R (≥ 4.0.0) |
| Imports: | Rcpp (≥ 1.0.0), parallel, ggplot2 (≥ 3.3.0) |
| LinkingTo: | Rcpp, RcppArmadillo (≥ 0.12.0) |
| Suggests: | RhpcBLASctl, ggrepel (≥ 0.9.0), RColorBrewer (≥ 1.1-2), knitr, rmarkdown, vegan |
| Published: | 2026-08-07 |
| DOI: | 10.32614/CRAN.package.fastrda (may not be active yet) |
| Author: | Zeynel Cebeci [aut, cre] |
| Maintainer: | Zeynel Cebeci <cebeciz at gmail.com> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | yes |
| SystemRequirements: | OpenMP |
| Citation: | fastrda citation info |
| Materials: | README |
| CRAN checks: | fastrda results |
| Reference manual: | fastrda.html , fastrda.pdf |
| Vignettes: |
Fast Redundancy Analysis with fastrda (source, R code) |
| Package source: | fastrda_0.1.2.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available |
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