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: |
0.1-0 |
Imports: |
irlba, methods, stats |
Suggests: |
cvCovEst, mvtnorm, testthat (≥ 3.0.0) |
Published: |
2024-03-29 |
Author: |
Jan O. Bauer
[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:
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