beta.special |
Compute set of intervention effects |
beta.special.pcObj |
Compute set of intervention effects in a fast way |
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 |
decHeur |
Decision Heuristic: Should robust method for PC-algorithm be used? |
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 |
pcSelect |
PC-Select: Estimate subgraph around a response variable |
pcSelect.presel |
PC-Select preselection: Estimate subgraph around a response variable using preselection |
pdag2dag |
Extend a PDAG to a DAG |
plot,pcAlgo-method |
Class "pcAlgo" |
plotAG |
Plot partial ancestral graphs (PAG) |
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" |
udag2pag |
Extend a pcAlgo-object containing a skeleton to a PAG |
udag2pdag |
Extend a pcAlgo-object containing a skeleton to a PDAG |
udag2pdagRelaxed |
Extend a pcAlgo-object containing a skeleton to a PDAG |
udag2pdagSpecial |
Extend a pcAlgo-object containing a skeleton to a PDAG using different methods if problems occur |
zStat |
Conditional Independence by Fisher's Z-Transformation |