Package: bdsvd 0.2.1

Jan O. Bauer

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 (2024) <doi:10.1080/10618600.2024.2422985> and Bauer (202X) <doi:10.48550/arXiv.2308.06820>.

Authors:Jan O. Bauer [aut, cre], Ron Holzapfel [aut]

bdsvd_0.2.1.tar.gz
bdsvd_0.2.1.tar.gz(r-4.5-noble)bdsvd_0.2.1.tar.gz(r-4.4-noble)
bdsvd_0.2.1.tgz(r-4.4-emscripten)bdsvd_0.2.1.tgz(r-4.3-emscripten)
bdsvd.pdf |bdsvd.html✨
bdsvd/json (API)

# Install 'bdsvd' in R:
install.packages('bdsvd', repos = 'https://cloud.r-project.org')

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.18 score 282 downloads 8 exports 3 dependencies

Last updated 3 months agofrom:4c3f651ce0. Checks:3 OK. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKMar 09 2025
R-4.5-linuxOKMar 09 2025
R-4.4-linuxOKMar 09 2025

Exports:bdsvdbdsvd.cov.simbdsvd.htbdsvd.structuredetect.blockshcsvdhcsvd.cor.simsingle.bdsvd

Dependencies:irlbalatticeMatrix

Citation

To cite package ‘bdsvd’ in publications use:

Bauer J, Holzapfel R (2025). bdsvd: Block Structure Detection Using Singular Vectors. R package version 0.2.1, https://CRAN.R-project.org/package=bdsvd.

Corresponding BibTeX entry: 

  @Manual{,
    title = {bdsvd: Block Structure Detection Using Singular Vectors},
    author = {Jan O. Bauer and Ron Holzapfel},
    year = {2025},
    note = {R package version 0.2.1},
    url = {https://CRAN.R-project.org/package=bdsvd},
  }