Estimate a PAG, using the FCI+ algorithm
Test for d-separation in a DAG
Compute Possible-D-SEP(x,G) of a node x in a PDAG G
Random DAG Generation
Check if a 3-node-path is Legal
Compute set of intervention effects in a fast way
Generate a Directed Acyclic Graph (DAG) randomly
Graphical Model 7-dim IDA Data Examples
Compare two graphs in terms of TPR, FPR and TDR
G square Test for (conditional) Independence for Discrete Data
Estimate (Initial) Skeleton of a DAG using the PC / PC-Stable Algorithm
Multiset of Possible Total Causal Effects for Several Target Var.s
Find Set Satisfying the Generalized Backdoor Criterion
Find possible descendants on definite status paths.
Compute (Large) Correlation Matrix
Iteration through a list of all combinations of choose(n,k)
Show Adjacency Matrix of pcAlgo object
Estimate Multiset of Possible Total Causal Effects
Estimate a PAG, using the FCI-algorithm
Plot partial ancestral graphs (PAG)
Estimate the Equivalence Class of a DAG using the PC Algorithm
Check Consistency of Conditional Independence for a Triple of Nodes
Class "ParDAG"
Graphical Model Discrete 5-Dim Example Data
G square Test for (Conditional) Independence of Binary Variables
Graphical Model 8-Dimensional Interventional Gaussian Example Data
Class "GaussL0penIntScore"
Class "GaussParDAG"
Estimate an RFCI-PAG using the RFCI Algorithm
PC-Select: Estimate subgraph around a response variable
Generate Multivariate Data according to a DAG
Compute weight matrix of simulated DAG.
Last steps of FCI algorithm: Transform Final Skeleton into FCI-PAG
Computing the correlation graph
Graphical Model 5-Dim Binary Example Data
Convert a DAG to a CPDAG
Plotting a pcAlgo object using the package igraph
Extend a Partially Directed Acyclic Graph (PDAG) to a DAG
Latent Variable 4-Dim Graphical Model Data Example
Estimate Multiset of Possible Total Joint Effects
Transform a PAG into a MAG in the Corresponding Markov Equivalence Class
Class "pcAlgo"
Compute D-SEP(x,y,G)
Greedy DAG Search to Estimate Markov Equivalence Class of DAG
PC-Algorithm [OLD]: Estimate Skeleton or Equivalence Class of a DAG
Construct a list of intervention targets and a target index vector
Plot the subgraph around a Specific Node in a Graph Object
Sample DAG uniformly
Check visible edge.
Get the "graph" Part or Aspect of R Object
Last PC Algorithm Step: Extend Object with Skeleton to Completed PDAG
Estimate Subgraph around a Response Variable using Preselection
Internal Pcalg Functions
Find all Unshielded Triples in an Undirected Graph
Simulate from a Gaussian Causal Model
Linear non-Gaussian Additive Models
Estimate Interventional Markov Equivalence Class of a DAG by GIES
Estimate the Markov equivalence class of a DAG using GES
Test for d-separation in a DAG
Class "EssGraph"
Utility for conservative and majority rule in PC and FCI
Compute Partial Correlations
Virtual Class "Score"
Compute set of intervention effects
Test Conditional Independence of Gaussians via Fisher's Z
Class "fciAlgo"
Class "gAlgo"
Last step of RFCI algorithm: Transform partially oriented graph into RFCI-PAG
Covariance matrix of a DAG.
Class "GaussL0penObsScore"
Convert a DAG to an Essential Graph
Convert a DAG with latent variables into a PAG
Graphical Model 8-Dimensional Gaussian Example Data
Estimate Final Skeleton in the FCI algorithm
Generate a Gaussian Causal Model Randomly
Estimate Interventional Markov Equivalence Class of a DAG
Show Edge List of pcAlgo object
Compute Structural Hamming Distance (SHD)