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>.

Getting started

Package details

AuthorJan O. Bauer [aut, cre] (<https://orcid.org/0000-0001-7123-4507>), Ron Holzapfel [aut]
MaintainerJan O. Bauer <j.bauer@vu.nl>
LicenseGPL (>= 2)
Version0.2.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("bdsvd")

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bdsvd documentation built on April 3, 2025, 10:27 p.m.