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: 1.1.2
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: 2022-12-15
DOI: 10.32614/CRAN.package.Rdimtools
Author: Kisung You ORCID iD [aut, cre], Changhee Suh [ctb], Dennis Shung [ctb]
Maintainer: Kisung You <kisungyou 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


Reference manual: Rdimtools.pdf
Vignettes: Quick Start with Rdimtools Package


Package source: Rdimtools_1.1.2.tar.gz
Windows binaries: r-devel: Rdimtools_1.1.2.zip, r-release: Rdimtools_1.1.2.zip, r-oldrel: Rdimtools_1.1.2.zip
macOS binaries: r-release (arm64): Rdimtools_1.1.2.tgz, r-oldrel (arm64): Rdimtools_1.1.2.tgz, r-release (x86_64): Rdimtools_1.1.2.tgz, r-oldrel (x86_64): Rdimtools_1.1.2.tgz
Old sources: Rdimtools archive

Reverse dependencies:

Reverse imports: FPCdpca, Riemann, spinifex, T4cluster, UBayFS


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