Man pages for BiDAG
Bayesian Inference for Directed Acyclic Graphs

AsiaAsia dataset
AsiamatAsiamat
bidag2codaConverting a single BiDAG chain to mcmc object
bidag2codalistConverting multiple BiDAG chains to mcmc.list
BostonBoston housing data
compact2fullDeriving an adjecency matrix of a full DBN
compareDAGsComparing two graphs
compareDBNsComparing two DBNs
connectedSubGraphDeriving connected subgraph
DAGscoreCalculating the BGe/BDe score of a single DAG
DBNdataSimulated data set from a 2-step dynamic Bayesian network
DBNmatAn adjacency matrix of a dynamic Bayesian network
DBNscoreCalculating the BGe/BDe score of a single DBN
DBNunrolledAn unrolled adjacency matrix of a dynamic Bayesian network
edgepEstimating posterior probabilities of single edges
full2compactDeriving a compact adjacency matrix of a DBN
getDAGExtracting adjacency matrix (DAG) from MCMC object
getMCMCscoreExtracting score from MCMC object
getRuntimeExtracting runtime
getSpaceExtracting scorespace from MCMC object
getSubGraphDeriving subgraph
getTraceExtracting trace from MCMC object
graph2mDeriving an adjacency matrix of a graph
gsimA simulated data set from a Gaussian continuous Bayesian...
gsim100A simulated data set from a Gaussian continuous Bayesian...
gsimmatAn adjacency matrix of a simulated dataset
interactionsinteractions dataset
iterativeMCMCStructure learning with an iterative order MCMC algorithm on...
iterativeMCMCclassiterativeMCMC class structure
itercompPerformance assessment of iterative MCMC scheme against a...
kirckirc dataset
kirpkirp dataset
learnBNBayesian network structure learning
m2graphDeriving a graph from an adjacancy matrix
mappingmapping dataset
modelpEstimating a graph corresponding to a posterior probability...
orderMCMCStructure learning with the order MCMC algorithm
orderMCMCclassorderMCMC class structure
partitionMCMCDAG structure sampling with partition MCMC
partitionMCMCclasspartitionMCMC class structure
plot2in1Highlighting similarities between two graphs
plotDBNPlotting a DBN
plotdiffsPlotting difference between two graphs
plotdiffsDBNPlotting difference between two DBNs
plotpcorComparing posterior probabilitites of single edges
plotpedgesPlotting posterior probabilities of single edges
sampleBNBayesian network structure sampling from the posterior...
samplecompPerformance assessment of sampling algorithms against a known...
scoreagainstDAGCalculating the score of a sample against a DAG
scoreagainstDBNScore against DBN
scoreparametersInitializing score object
scorespacePrints 'scorespace' object
scorespaceclassscorespace class structure
string2matDeriving interactions matrix
BiDAG documentation built on May 31, 2023, 6:46 p.m.