Package: orthoDr
Type: Package
Title: Semi-Parametric Dimension Reduction Models Using Orthogonality
        Constrained Optimization
Version: 0.6.2
Author: Ruilin Zhao, Ruoqing Zhu, Jiyang Zhang, Wenzhuo Zhou and Peng Xu
Maintainer: Ruoqing Zhu <teazrq@gmail.com>
Description: 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 (2012) <DOI:10.1080/01621459.2011.646925>, Ma & Zhu (2013) <DOI:10.1214/12-AOS1072>, Sun, Zhu, Wang & Zeng (2017) <arXiv:1704.05046> and Zhou & Zhu (2018+) <arXiv:1802.06156>. It also serves as a general purpose optimization solver for problems with orthogonality constraints. Parallel computing for approximating the gradient is enabled through `OpenMP'.
License: GPL (>= 2)
Encoding: UTF-8
LazyData: TRUE
RoxygenNote: 6.1.1
NeedsCompilation: yes
Repository: CRAN
Imports: Rcpp (>= 0.12.12), survival, dr, pracma, plot3D, rgl, MASS
LinkingTo: Rcpp, RcppArmadillo
SystemRequirements: GNU make
Packaged: 2019-08-20 18:45:12 UTC; Teazrq
Date/Publication: 2019-08-20 21:20:02 UTC
