Performs Random Subspace Method (RSM) for high-dimensional linear regression to obtain variable importance measures. The final model is chosen based on validation set or Generalized Information Criterion.
Version: 0.5 Depends: R (≥ 3.0.0) Imports: Rmpi, doParallel, parallel, foreach Published: 2015-09-11 DOI: 10.32614/CRAN.package.regRSM Author: Pawel Teisseyre, Robert A. Klopotek Maintainer: Pawel Teisseyre <teisseyrep at ipipan.waw.pl> License: LGPL-2 | LGPL-3 | GPL-2 | GPL-3 URL: http://www.ipipan.eu/~teisseyrep/SOFTWARE/ NeedsCompilation: no CRAN checks: regRSM results Documentation: Reference manual: regRSM.pdf Downloads: Package source: regRSM_0.5.tar.gz Windows binaries: r-devel: regRSM_0.5.zip, r-release: regRSM_0.5.zip, r-oldrel: regRSM_0.5.zip macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available Old sources: regRSM archive Linking:Please use the canonical form https://CRAN.R-project.org/package=regRSM to link to this page.
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