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catnet (version 1.08.2)
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
1.08.2
License
GPL (>= 2)
Homepage
http://rwiki.sciviews.org/doku.php?id=packages:cran:catnet
Maintainer
Nikolay Balov Peter Salzman psalzmanbstrochesteredu
Last Published
August 12th, 2010
Functions in catnet (1.08.2)
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cnSubNetwork-method
Sub-Network
as.igraph-method
catNetwork to igraph
cnNodeMarginalProb-method
Node Marginal Probability
as.graph-methods
Graph from catNetwork
cnFind-method
Find Network by Complexity
cnMatParents-method
Network Parent Matrix
cnDot-method
Network Description File
catNetwork-class
Class "catNetwork"
cnCatnetFromGraph
catNetwork from Graph
cnPlot-method
Plot Network
cnCompare-method
Network Comparison
cnPredict-method
Prediction
cnReorderNodes-method
Reorder Network Nodes
cnEvaluate-method
Network Evaluation from Data
cnRandomCatnet
Random Network
cnParHist-method
Parenthood Histogram
cnNodeSampleLoglik
Node Log-likelihood
cnDiscretize
Data Categorization
cnSetProb-method
Set Probability from Data
cnSearchOrder
Network Search for Given Node Order
cnComplexity-method
Network Complexity
cnMatEdges-method
Network Edge Matrix
breast
Breast cancer data
cnSearchSA
Stochastic Network Search
dag2cpdag-method
Complete Network Representation
cnCatnetFromEdges
catNetwork from Edges
cnNodeLoglik
Node Log-likelihood
cnEdges-method
Network Edges
cnNodes-method
Netwok Nodes
cnCatnetFromSif
catNetwork from Simple Interaction File (SIF)
cnNew
New catNetwork
isDAG
Check Direct Acyclic Graph (DAG) Condition
cnOrder-method
Network Node Order
catnet-package
catnet: Categorical Bayesian Network Inference
cnSamples-method
Samples from Network
catNetworkEvaluate-class
Class "catNetworkEvaluate"
cnParents-method
Network Parent Structure
alarm
The ALARM network
cnPearsonTest-method
Goodness of Fit Test
cnFindBIC-method
Find Network by BIC
catNetworkDistance-class
Class "catNetworkDistance"
cnSearchHist
Parent Histogram Matrix
CPDAG-class
Class CPDAG
novartis
Novartis multi-tissue data
cnFindAIC-method
Find Network by AIC
cnProb-method
Conditional Probability Structure
cnLoglik-method
Sample Log-likelihood
ccnCluster-method
Clusters in Network
cnNumNodes-method
Network Size