Man pages for PhilBoileau/scPCA
Sparse Contrastive Principal Component Analysis
| background_df | Simulated Background Data for cPCA and scPCA |
| bpContrastiveCov | Parallelized Contrastive Covariance Matrices |
| bpFitCPCA | Contrastive Principal Component Analysis in Parallel |
| bpFitGrid | Identify the Optimal Contrastive and Penalty Parameters in... |
| checkArgs | Check Arguments passed to the scPCA Function |
| contrastiveCov | Contrastive Covariance Matrices |
| covMat | Compute Sample Covariance Matrix |
| cvSelectParams | Fold-Specific Selection of Contrastive and Penalization... |
| fitCPCA | Contrastive Principal Component Analysis |
| fitGrid | Identify the Optimal Contrastive and Penalty Parameters |
| safeColScale | Safe Centering and Scaling of Columns |
| scPCA | Sparse Contrastive Principal Component Analysis |
| selectParams | Selection of Contrastive and Penalization Parameters |
| spcaWrapper | Sparse PCA Wrapper |
| toy_df | Simulated Target Data for cPCA and scPCA |
