Estimating the skeleton and equivalence class of a DAG


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Documentation for package `pcalg' version 0.1-5

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compareGraphs Compare two graphs in terms of TPR, FPR and TDR
condIndFisherZ Conditional Independence by Fisher's Z-Transformation
corGraph Computing the correlation graph
dag2cpdag Convert a DAG to a CPDAG
getNextSet Iteration through a list of all combinations of choose(n,k)
mcor Compute Correlation Matrix
pcAlgo PC-Algorithm: Estimate the Underlying Graph (Skeleton) or Equivalence Class (CPDAG) of a DAG
pcAlgo-class Class "pcAlgo"
pcorOrder Compute Partial Correlations
pdag2dag Extend a PDAG to a DAG
plot,pcAlgo-method Class "pcAlgo"
randomDAG Generate a Directed Acyclic Graph (DAG) randomly
rmvDAG Generate Multivariate Data according to a DAG
shd Compute Structural Hamming Distance (SHD)
show,pcAlgo-method Class "pcAlgo"
summary,pcAlgo-method Class "pcAlgo"
udag2cpdag Extend a pcAlgo-object containing a skeleton to a CPDAG
udag2pdag Extend a pcAlgo-object containing a skeleton to a PDAG
zStat Conditional Independence by Fisher's Z-Transformation