Block Structure Detection Using Singular Vectors


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Documentation for package ‘bdsvd’ version 0.2.0

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bdsvd Block Detection Using Singular Vectors (BD-SVD).
bdsvd.cov.sim Covariance Matrix Simulation for BD-SVD
bdsvd.ht Hyperparameter Tuning for BD-SVD
bdsvd.structure Data Matrix Structure According to the Detected Block Structure.
block-class Block
detect.blocks Block Detection
hcsvd Hierarchical Variable Clustering Using Singular Vectors (HC-SVD).
hcsvd.cor.sim Correlation Matrix Simulation for HC-SVD
single.bdsvd Single Iteration of Block Detection Using Singular Vectors (BD-SVD).