CRAN/E | RRRR

RRRR

Online Robust Reduced-Rank Regression Estimation

Installation

About

Methods for estimating online robust reduced-rank regression. The Gaussian maximum likelihood estimation method is described in Johansen, S. (1991) doi:10.2307/2938278. The majorisation-minimisation estimation method is partly described in Zhao, Z., & Palomar, D. P. (2017) doi:10.1109/GlobalSIP.2017.8309093. The description of the generic stochastic successive upper-bound minimisation method and the sample average approximation can be found in Razaviyayn, M., Sanjabi, M., & Luo, Z. Q. (2016) doi:10.1007/s10107-016-1021-7.

pkg.yangzhuoranyang.com/RRRR/
github.com/FinYang/RRRR
Bug report File report

Key Metrics

Version 1.1.1
Published 2023-02-24 435 days ago
Needs compilation? no
License GPL-3
CRAN checks RRRR results
Language en-AU

Downloads

Yesterday 3 -75%
Last 7 days 54 -30%
Last 30 days 209 -3%
Last 90 days 584 -29%
Last 365 days 2.684 +9%

Maintainer

Maintainer

Yangzhuoran Fin Yang

yangyangzhuoran@gmail.com

Authors

Yangzhuoran Fin Yang

aut / cre

Ziping Zhao

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

Introduction to RRRR

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

RRRR archive

Imports

matrixcalc
expm
ggplot2
magrittr
mvtnorm
stats

Suggests

lazybar
knitr
rmarkdown