pacose-package |
PACOSE and iPACOSE implementation plus several other covariance selection methods |
invcov2pcor |
Transforms an inverse covariance matrix into a partial correlation matrix |
INVEST_wrapper |
Wrapper for the C implementation of Wermuth's covariance selection algorithm |
ipacose |
The iPACOSE algorithm for graph estimation |
isComplete |
Test if a given (sub)graph is complete |
omegaMVUE |
MVUE Estimator of the covariance matrix under constraints |
omegaSURE |
SURE estimator of the covariance matrix under constraints |
pacose.adalasso |
The LASSO and adaptive LASSO versions of the PACOSE algorithm |
pacose.pls |
The PLS version of the PACOSE algorithm |
pacose.ridge |
The Ridge version of the PACOSE algorithm |
pcor2invcov |
Transforms a partial correlation matrix into an inverse covariance matrix |