orthoDr: An Orthogonality Constrained Optimization Approach for Semi-Parametric Dimension Reduction Problems

Utilize an orthogonality constrained optimization algorithm of Wen & Yin (2013) <doi:10.1007/s10107-012-0584-1> to solve a variety of dimension reduction problems in the semiparametric framework, such as Ma & Zhu (2013) <doi:10.1214/12-AOS1072>, and Sun, Zhu, Wang & Zeng (2017) <arXiv:1704.05046>. It also serves as a general purpose optimization solver for problems with orthogonality constraints.

Version: 0.1.0
Imports: Rcpp (≥ 0.12.12), survival, pracma, plot3D, rgl
LinkingTo: Rcpp, RcppArmadillo
Published: 2017-09-21
Author: Ruilin Zhao, Jiyang Zhang, and Ruoqing Zhu
Maintainer: Ruoqing Zhu <teazrq at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
Citation: orthoDr citation info
Materials: NEWS
CRAN checks: orthoDr results


Reference manual: orthoDr.pdf
Package source: orthoDr_0.1.0.tar.gz
Windows binaries: r-devel: orthoDr_0.1.0.zip, r-release: orthoDr_0.1.0.zip, r-oldrel: orthoDr_0.1.0.zip
OS X El Capitan binaries: r-release: orthoDr_0.1.0.tgz
OS X Mavericks binaries: r-oldrel: orthoDr_0.1.0.tgz


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