mdpeer-package |
mdpeer: Performs graph-constrained regression with enhanced regularization parameters selection. |
Adj2Lap |
Compute a graph Laplacian matrix from a graph Adjacency matrix |
crPEER |
Graph-constrained regression with additional Ridge term to handle the non-invertibility of a graph-originated penalty matrix |
dist2sim |
Transform Distance matrix to Similarity matrix |
L2L.normalized |
Compute normalized version of a graph Laplcian matrix |
mdpeer |
mdpeer: Performs graph-constrained regression with enhanced regularization parameters selection. |
RidgePEER |
Graph-constrained estimation with enhanced regulariazation parameter selection |
RidgePEER.cv |
Graph-constrained estimation with regulariazation parameter selection via Cross-Validation |
vizu.mat |
Visualize matrix data in a form of a heatmap |
vrPEER |
Graph-constrained regression with variable-reduction procedure to handle the non-invertibility of a graph-originated penalty matrix |