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catnet (version 1.13.2)
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
1.13.2
License
GPL (>= 2)
Homepage
http://rwiki.sciviews.org/doku.php?id=packages:cran:catnet
Maintainer
Nikolay Balov Peter Salzman psalzmanbstrochesteredu
Last Published
December 13th, 2011
Functions in catnet (1.13.2)
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cnCatnetFromEdges
catNetwork from Edges
cnNodeSampleLoglik
Node Log-likelihood
cnParHist-method
Parenthood Histogram
catnet-package
catnet: Categorical Bayesian Network Inference
CPDAG-class
Class CPDAG
cnSearchSA
Stochastic Network Search
cnOrder-method
Network Node Order
catNetworkDistance-class
Class "catNetworkDistance"
catNetworkEvaluate-class
Class "catNetworkEvaluate"
cnFind-method
Find Network by Complexity
catNetwork-class
Class "catNetwork"
dag2cpdag-method
Complete Network Representation
cnDiscretize
Data Categorization
cnSubNetwork-method
Sub-Network
cnEntropy
Pairwise Node Entropy
cnPlot-method
Plot Network
cnCluster-method
Network Clustering
as.igraph-method
catNetwork to igraph
cnSetProb-method
Set Probability from Data
cnFindAIC-method
Find Network by AIC
cnSearchOrder
Network Search for Given Node Order
cnSetSeed
Random Generator Seed
cnPredict-method
Prediction
breast
Breast cancer data
alarm
The ALARM network
cnReorderNodes-method
Reorder Network Nodes
cnNodeLoglik
Node Log-likelihood
cnCatnetFromSif
Categorical Network from Simple Interaction File (SIF) and Bayesian Networks Interchange Format (BIF)
cnProb-method
Conditional Probability Structure
cnNumNodes-method
Network Size
cnCompare-method
Network Comparison
cnFindBIC-method
Find Network by BIC
cnRandomCatnet
Random Network
cnEdges-method
Network Edges
cnParents-method
Network Parent Structure
isDAG
Check Direct Acyclic Graph (DAG) Condition
classification
Classification demonstration
cnPearsonTest-method
Goodness of Fit Test
cnDot-method
Network Description File
cnSamples-method
Samples from Network
cnComplexity-method
Network Complexity
cnLoglik-method
Sample Log-likelihood
cnMatParents-method
Network Parent Matrix
cnNodeMarginalProb-method
Probability Calculations
cnNew
New catNetwork
cnMatEdges-method
Network Edge Matrix
cnSearchHist
Parent Histogram Matrix
novartis
Novartis multi-tissue data
cnNodes-method
Netwok Nodes