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 (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'.

Getting started

Package details

AuthorRuilin Zhao, Jiyang Zhang and Ruoqing Zhu
MaintainerRuoqing Zhu <[email protected]>
LicenseGPL (>= 2)
Version0.5.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("orthoDr")

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orthoDr documentation built on April 1, 2018, 12:18 p.m.