iPACOSE, PACOSE and other methods for covariance selection


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Documentation for package ‘pacose’ version 1.4

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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