R Observatory: Metrics for RobRSVD version 1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

This package was removed from CRAN on 2022-06-10. Its history is shown below.

Reason: check problems were not corrected despite reminders

Details below reflect version 1.0, its last release before removal.

RobRSVD

1.0Package record

Robust Regularized Singular Value Decomposition

0packages depend

–downloads / year

–test coverage

–flavors OK

Overview

About

Maintained by Lingsong ZhangCRAN page ↗

This package provides the function to calculate SVD, regularized SVD, robust SVD and robust regularized SVD method. The robust SVD methods use alternating iteratively reweighted least squares methods. The regularized SVD uses generalized cross validation to choose the optimal smoothing parameters.

Install

R (source archive)

url <- "https://cran.r-project.org/src/contrib/Archive/RobRSVD/RobRSVD_1.0.tar.gz"
pkgFile <- "RobRSVD_1.0.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (1.0) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

Health

CRAN checks

CRAN check results are not tracked yet.

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 4includes a package overview page
Examples that run: 100%4 run in a plain check
Exported functions with examples: 100%
Documented parameters: not tracked
Return-value docs: not tracked
Help pages citing references: 100%

How these are measured

Downloads

Releases R versions

Daily download trend is not available in this view yet.

Compare downloads with other packages →

Also on31 r2u4 autocran155 c2d4u

How downloads are counted

Dependencies

Declared dependencies

0 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Lingsong Zhang

Contributor

Chao Pan

Contributor

Maintainer since 1.0 (2013)

Releases (1)

R
R 4.3.0 released · 2023-04-21
archivedRemoved from CRAN
2022-06-10
check problems were not corrected despite reminders
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
1.0
record
2013-12-15
R
R 3.0.0 released · 2013-04-03

Package metadata

First published: 2013-12-15
Total releases: 1 / 13 yrs
License: GPL

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("RobRSVD")

Format

Zhang, L., & Pan, C. (n.d.). RobRSVD: Robust Regularized Singular Value Decomposition (Version 1.0) [Computer software]. Retrieved October 25, 2026, from https://CRAN.R-project.org/package=RobRSVD

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for RobRSVD version 1.0 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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