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catnet (version 1.11.0)
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
1.11.0
License
GPL (>= 2)
Homepage
http://rwiki.sciviews.org/doku.php?id=packages:cran:catnet
Maintainer
Nikolay Balov Peter Salzman psalzmanbstrochesteredu
Last Published
June 15th, 2011
Functions in catnet (1.11.0)
Search functions
breast
Breast cancer data
cnNew
New catNetwork
cnFindBIC-method
Find Network by BIC
as.igraph-method
catNetwork to igraph
cnRandomCatnet
Random Network
cnParents-method
Network Parent Structure
cnOrder-method
Network Node Order
cnDiscretize
Data Categorization
cnNodeMarginalProb-method
Node Marginal Probability
cnReorderNodes-method
Reorder Network Nodes
cnProb-method
Conditional Probability Structure
cnSearchOrder
Network Search for Given Node Order
cnNodeSampleLoglik
Node Log-likelihood
cnNumNodes-method
Network Size
catNetworkEvaluate-class
Class "catNetworkEvaluate"
cnParHist-method
Parenthood Histogram
catNetwork-class
Class "catNetwork"
cnCatnetFromEdges
catNetwork from Edges
cnComplexity-method
Network Complexity
cnNodes-method
Netwok Nodes
cnSetSeed
Random Generator Seed
cnFindAIC-method
Find Network by AIC
cnPredict-method
Prediction
cnMatEdges-method
Network Edge Matrix
cnMatParents-method
Network Parent Matrix
cnSetProb-method
Set Probability from Data
CPDAG-class
Class CPDAG
dag2cpdag-method
Complete Network Representation
cnFind-method
Find Network by Complexity
catnet-package
catnet: Categorical Bayesian Network Inference
cnSearchSA
Stochastic Network Search
cnNodeLoglik
Node Log-likelihood
cnSearchHist
Parent Histogram Matrix
cnCluster-method
Network Clustering
cnPearsonTest-method
Goodness of Fit Test
cnSubNetwork-method
Sub-Network
cnDot-method
Network Description File
isDAG
Check Direct Acyclic Graph (DAG) Condition
cnLoglik-method
Sample Log-likelihood
cnEdges-method
Network Edges
cnSamples-method
Samples from Network
novartis
Novartis multi-tissue data
alarm
The ALARM network
catNetworkDistance-class
Class "catNetworkDistance"
cnCompare-method
Network Comparison
cnEntropy
Pairwise Node Entropy
cnPlot-method
Plot Network
cnCatnetFromSif
Categorical Network from Simple Interaction File (SIF) and Bayesian Networks Interchange Format (BIF)