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DESCRIPTION
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Package: bdsvd
Type: Package
Title: Block Structure Detection Using Singular Vectors
Version: 0.2.0
Authors@R: c(
person(given = "Jan O.", family = "Bauer", email = "[email protected]", role = c("aut", "cre"), comment = c(ORCID = "0000-0001-7123-4507")),
person(given = "Ron", family = "Holzapfel", email = "", role = "aut"))
Maintainer: Jan O. Bauer <[email protected]>
Description: 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>.
License: GPL (>= 2)
Imports: irlba, methods, stats
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
Suggests: cvCovEst, mvtnorm, testthat (>= 3.0.0)
Config/testthat/edition: 3