MAVE: Methods for Dimension Reduction

Functions for dimension reduction, using MAVE (Minimum Average Variance Estimation), OPG (Outer Product of Gradient) and KSIR (sliced inverse regression of kernel version). Methods for selecting the best dimension are also included.

Version: 0.1.7
Imports: Rcpp (≥ 0.11.0)
LinkingTo: Rcpp, RcppArmadillo
Suggests: knitr
Published: 2017-02-01
Author: Hang Weiqiang, Xia Yingcun
Maintainer: Hang Weiqiang <E0010758 at u.nus.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
CRAN checks: MAVE results

Downloads:

Reference manual: MAVE.pdf
Vignettes: Short Introduction to MAVE Method
Use Guide of Package
Package source: MAVE_0.1.7.tar.gz
Windows binaries: r-devel: MAVE_0.1.7.zip, r-release: MAVE_0.1.7.zip, r-oldrel: MAVE_0.1.7.zip
OS X Mavericks binaries: r-release: MAVE_0.1.7.tgz, r-oldrel: MAVE_0.1.7.tgz
Old sources: MAVE archive

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