Rdimtools: Dimension Reduction and Estimation Methods
We provide linear and nonlinear dimension reduction techniques. Intrinsic dimension estimation methods for exploratory analysis are also provided. For more details on the package, see the paper by You and Shung (2022) <doi:10.1016/j.simpa.2022.100414>.
| Version: | 1.1.3 |
| Depends: | R (≥ 3.0.0) |
| Imports: | ADMM, CVXR (≥ 1.0), MASS, RANN, Rcpp (≥ 0.12.15), RcppDE, Rdpack, RSpectra, graphics, maotai (≥ 0.2.4), mclustcomp, stats, utils |
| LinkingTo: | Rcpp, RcppArmadillo, RcppDist, maotai |
| Suggests: | knitr, rmarkdown |
| Published: | 2025-09-22 |
| DOI: | 10.32614/CRAN.package.Rdimtools |
| Author: | Kisung You  [aut,
cre],
Changhee Suh [ctb],
Dennis Shung [ctb] |
| Maintainer: | Kisung You <kisung.you at outlook.com> |
| BugReports: | https://github.com/kisungyou/Rdimtools/issues |
| License: | MIT + file LICENSE |
| URL: | https://www.kisungyou.com/Rdimtools/ |
| NeedsCompilation: | yes |
| Citation: | Rdimtools citation info |
| Materials: | README, NEWS |
| CRAN checks: | Rdimtools results [issues need fixing before 2026-03-28] |
Documentation:
| Reference manual: | Rdimtools.html , Rdimtools.pdf |
| Vignettes: |
Quick Start with Rdimtools Package (source, R code) |
Downloads:
| Package source: | Rdimtools_1.1.3.tar.gz |
| Windows binaries: | r-devel: Rdimtools_1.1.3.zip, r-release: Rdimtools_1.1.3.zip, r-oldrel: Rdimtools_1.1.3.zip |
| macOS binaries: | r-release (arm64): Rdimtools_1.1.3.tgz, r-oldrel (arm64): Rdimtools_1.1.3.tgz, r-release (x86_64): Rdimtools_1.1.3.tgz, r-oldrel (x86_64): Rdimtools_1.1.3.tgz |
| Old sources: | Rdimtools archive |
Reverse dependencies:
| Reverse depends: | do3PCA |
| Reverse imports: | Riemann, spinifex, T4cluster, UBayFS |
Linking:
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