Block Structure Detection Using Singular Vectors

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Documentation for package ‘bdsvd’ version 1.2.1

• DESCRIPTION file
• Package README

Help Pages

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.
cdm.pca	High Dimensional Principal Component Analysis
detect.blocks	Block Detection
ispca	Inherently Sparse Principal Component Analysis (IS-PCA).
prmats	Principal (Sub)Matrices
single.bdsvd	Single Iteration of Block Detection Using Singular Vectors (BD-SVD).