The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

bdsvd: Block Structure Detection Using Singular Vectors

Performs block diagonal covariance matrix detection using singular vectors (BD-SVD), which can be extended to hierarchical variable clustering (HC-SVD). The methods are described in Bauer (202Xa) <doi:10.48550/arXiv.2211.16155> and Bauer (202Xb) <doi:10.48550/arXiv.2308.06820>.

Version: 0.2.0
Imports: irlba, methods, stats
Suggests: cvCovEst, mvtnorm, testthat (≥ 3.0.0)
Published: 2024-07-06
DOI: 10.32614/CRAN.package.bdsvd
Author: Jan O. Bauer ORCID iD [aut, cre], Ron Holzapfel [aut]
Maintainer: Jan O. Bauer <j.bauer at vu.nl>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: README
CRAN checks: bdsvd results

Documentation:

Reference manual: bdsvd.pdf

Downloads:

Package source: bdsvd_0.2.0.tar.gz
Windows binaries: r-devel: bdsvd_0.2.0.zip, r-release: bdsvd_0.2.0.zip, r-oldrel: bdsvd_0.2.0.zip
macOS binaries: r-release (arm64): bdsvd_0.2.0.tgz, r-oldrel (arm64): bdsvd_0.2.0.tgz, r-release (x86_64): bdsvd_0.2.0.tgz, r-oldrel (x86_64): bdsvd_0.2.0.tgz
Old sources: bdsvd archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=bdsvd to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.