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catnet (version 1.10.0)
Categorical Bayesian Network Inference
Description
A package that handles discrete Bayesian network models and provides inference using the frequentist approach
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Install
install.packages('catnet')
Monthly Downloads
225
Version
1.10.0
License
GPL (>= 2)
Homepage
http://rwiki.sciviews.org/doku.php?id=packages:cran:catnet
Maintainer
Nikolay Balov Peter Salzman psalzmanbstrochesteredu
Last Published
April 27th, 2011
Functions in catnet (1.10.0)
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cnCatnetFromSif
Categorical Network from Simple Interaction File (SIF) and Bayesian Networks Interchange Format (BIF)
breast
Breast cancer data
cnCatnetFromEdges
catNetwork from Edges
cnCluster-method
Network Clustering
catNetworkEvaluate-class
Class "catNetworkEvaluate"
catNetworkDistance-class
Class "catNetworkDistance"
cnComplexity-method
Network Complexity
cnNodeLoglik
Node Log-likelihood
cnEdges-method
Network Edges
catNetwork-class
Class "catNetwork"
cnFindBIC-method
Find Network by BIC
cnCompare-method
Network Comparison
cnFind-method
Find Network by Complexity
cnLoglik-method
Sample Log-likelihood
cnMatEdges-method
Network Edge Matrix
alarm
The ALARM network
cnReorderNodes-method
Reorder Network Nodes
as.igraph-method
catNetwork to igraph
cnNodeSampleLoglik
Node Log-likelihood
novartis
Novartis multi-tissue data
cnOrder-method
Network Node Order
as.graph-methods
Graph from catNetwork
catnet-package
catnet: Categorical Bayesian Network Inference
cnDot-method
Network Description File
cnSearchOrder
Network Search for Given Node Order
cnSetProb-method
Set Probability from Data
cnSetSeed
Random Generator Seed
cnSearchHist
Parent Histogram Matrix
cnPredict-method
Prediction
dag2cpdag-method
Complete Network Representation
cnNumNodes-method
Network Size
cnFindAIC-method
Find Network by AIC
cnProb-method
Conditional Probability Structure
cnParHist-method
Parenthood Histogram
cnNodes-method
Netwok Nodes
cnSamples-method
Samples from Network
cnPlot-method
Plot Network
cnSubNetwork-method
Sub-Network
cnDiscretize
Data Categorization
cnNodeMarginalProb-method
Node Marginal Probability
cnNew
New catNetwork
CPDAG-class
Class CPDAG
cnCatnetFromGraph
catNetwork from Graph
cnMatParents-method
Network Parent Matrix
cnEntropy
Pairwise Node Entropy
isDAG
Check Direct Acyclic Graph (DAG) Condition
cnPearsonTest-method
Goodness of Fit Test
cnParents-method
Network Parent Structure
cnSearchSA
Stochastic Network Search
cnRandomCatnet
Random Network