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bdsvd

Block detection using singular value decomposition

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Version

Install

install.packages('bdsvd')

Monthly Downloads

185

Version

0.2.1

License

GPL (>= 2)

Maintainer

Jan O. Bauer

Last Published

January 8th, 2025

Functions in bdsvd (0.2.1)

hcsvd

Hierarchical Variable Clustering Using Singular Vectors (HC-SVD).
block-class

Block
bdsvd.ht

Hyperparameter Tuning for BD-SVD
bdsvd

Block Detection Using Singular Vectors (BD-SVD).
bdsvd.structure

Data Matrix Structure According to the Detected Block Structure.
hcsvd.cor.sim

Correlation Matrix Simulation for HC-SVD
detect.blocks

Block Detection
bdsvd.cov.sim

Covariance Matrix Simulation for BD-SVD
single.bdsvd

Single Iteration of Block Detection Using Singular Vectors (BD-SVD).