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>, and Sun, Zhu, Wang & Zeng (2017) <arXiv:1704.05046>. It also serves as a general purpose optimization solver for problems with orthogonality constraints. Parallel computing is enabled through ‘OpenMP’.
| Version: | 0.5.1 |
| Imports: | Rcpp (≥ 0.12.12), survival, dr, pracma, plot3D, rgl, MASS |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2018-03-25 |
| 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 |
| SystemRequirements: | GNU make |
| Citation: | orthoDr citation info |
| Materials: | NEWS |
| CRAN checks: | orthoDr results |
| Reference manual: | orthoDr.pdf |
| Package source: | orthoDr_0.5.1.tar.gz |
| Windows binaries: | r-devel: orthoDr_0.5.1.zip, r-release: orthoDr_0.5.1.zip, r-oldrel: orthoDr_0.5.1.zip |
| OS X binaries: | r-release: orthoDr_0.5.1.tgz, r-oldrel: orthoDr_0.5.1.tgz |
| Old sources: | orthoDr archive |
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