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). |