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orthoDr
View on CRAN: Click
here
Download and install orthoDr package within the R console
Install from CRAN:
install.packages("orthoDr")
Install from Github:
library("remotes")
install_github("cran/orthoDr")
Install by package version:
library("remotes")
install_version("orthoDr", "0.6.8")
Attach the package and use:
library("orthoDr")
Maintained by
Ruoqing Zhu
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-09-21
Latest Update: 2023-04-30
Description:
Utilize an orthogonality constrained optimization algorithm of
Wen & Yin (2013) to solve a variety of
dimension reduction problems in the semiparametric framework, such as
Ma & Zhu (2012) , Ma & Zhu (2013)
, Sun, Zhu, Wang & Zeng (2019)
and Zhou, Zhu & Zeng (2021) . The package also
implements some existing dimension reduction methods such as hMave by Xia, Zhang,
& Xu (2010) and partial SAVE by Feng, Wen & Zhu (2013)
. 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'.
How to cite:
Ruoqing Zhu (2017). orthoDr: Semi-Parametric Dimension Reduction Models Using Orthogonality Constrained Optimization. R package version 0.6.8, https://cran.r-project.org/web/packages/orthoDr. Accessed 21 Nov. 2024.
Previous versions and publish date:
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Other R packages that orthoDr depends,
imports, suggests or enhances
Complete documentation for orthoDr
Functions, R codes and Examples using
the orthoDr R package
Some associated functions: CP_SIR . KernelDist_cross . dist_cross . distance . dosepred . gen_solver . hMave . initB . kernel_weight . local_f . local_solver . orthoDr-package . orthoDr_pdose . orthoDr_reg . orthoDr_surv . ortho_optim . pSAVE . pdose_direct_solver . pdose_semi_solver . phd_init . phd_solver . predict.orthoDr . print.orthoDr . reg_init . reg_solve . save_init . save_solver . seff_init . seff_solver . silverman . sir_init . sir_solver . skcm.clinical . skcm.melgene . surv_dm_solver . surv_dn_solver . surv_forward_solver . view_dr_surv .
Some associated R codes: RcppExports.R . orthoDr-package.R . Full orthoDr package functions and examples
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