Man pages for pchc
Bayesian Network Learning with the PCHC and Related Algorithms

aucROC and AUC
big_corCorrelation matrix for FBM class matrices (big matrices)
big_readRead big data or a big.matrix object
bnmatAdjacency matrix of a Bayesian network
bnplotPlot of a Bayesian network
bn.skel.utilsUtilities for the skeleton of a (Bayesian) Network
cat.testsChi-square and G-square tests of (unconditional) indepdence
conf.edge.lowerLower limit of the confidence of an edge
cor2pcorPartial correlation matrix from correlation or covariance...
cor.fbedVariable selection for continuous data using the FBED...
corpairsCorrelation between pairs of variables
correlsCorrelation between a vector and a set of variables
cortestCorrelation significance testing using Fisher's...
dcor.fedhc.skelThe skeleton of a Bayesian network produced by the MMHC or...
fedhcThe FEDHC and FEDTABU Bayesian network learning algorithms
fedhc.bootBootstrapping the FEDHC and FEDTABU Bayesian network learning...
fedhc.skelThe skeleton of a Bayesian network produced by the FEDHC...
g2testG-square test of conditional indepdence
g2test_univariateAll pairwise G-square and chi-square tests of indepedence
is.dagCheck whether a directed graph is acyclic
mbMarkov blanket of a node in a Bayesian network
mmhcThe MMHC and MMTABU Bayesian network learning algorithms
mmhc.bootBootstrapping the MMHC and MMTABU Bayesian network learning...
mmhc.skelThe skeleton of a Bayesian network learned with the MMHC...
mmpcVariable selection for continuous data using the MMPC...
pchcThe PCHC and PCTABU Bayesian network learning algorithms
pchc.bootBootstrapping the PCHC and PCTABU Bayesian network learning...
pchc-packageBayesian Network Learning with the PCHC and Related...
pchc.skelThe skeleton of a Bayesian network learned with the PC...
pchc.skel.bootBootstrap versions of the skeleton of a Bayesian network
pcorPartial correlation
pc.selVariable selection for continuous data using the PC-simple...
pi0estEstimation of the percentage of null p-values
rbnRandom values simulation from a Bayesian network
rbn2Continuous data simulation from a DAG.
rmcdOutliers free data via the reweighted MCD
topological_sortTopological sort of a Bayesian network
pchc documentation built on April 4, 2025, 1:11 a.m.