rags2ridges-package |
Ridge estimation for high-dimensional precision matrices |
adjacentMat |
Transform real matrix into an adjacency matrix |
edgeHeat |
Visualize (precision) matrix as a heatmap |
loss |
Evaluate regularized precision under various loss functions |
optPenaltyCV |
Select optimal penalty parameter by leave-one-out cross-validation |
pcor |
Compute partial correlation matrix or standardized precision matrix |
rags2ridges |
Ridge estimation for high-dimensional precision matrices |
ridgeS |
Ridge estimation for high-dimensional precision matrices |
sparsify |
Determine the support of a partial correlation/precision matrix |
symm |
Symmetrize matrix |
Ugraph |
Visualize undirected graph |