| Name : R-orthoDr
| |
| Version : 0.6.7
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : 1.22
| Date : 2024-08-29 00:31:28
|
| Group : Development/Libraries/Other
| Source RPM : R-orthoDr-0.6.7-1.22.src.rpm
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| Size : 0.75 MB
| |
| Packager : (none)
| |
| Summary : Semi-Parametric Dimension Reduction Models Using Orthogonality Constrained Optimization
|
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 (2019)
< DOI:10.1093/biomet/asy064> and Zhou, Zhu & Zeng (2021)
< DOI:10.1093/biomet/asaa087>. The package also implements some existing
dimension reduction methods such as hMave by Xia, Zhang, & Xu (2010)
< DOI:10.1198/jasa.2009.tm09372> and partial SAVE by Feng, Wen & Zhu
(2013) < DOI:10.1080/01621459.2012.746065>. It also serves as a general
purpose optimization solver for problems with orthogonality
constraints, i.e., in Stiefel manifold. Parallel computing for
approximating the gradient is enabled through \'OpenMP\'.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/x86_64 |
