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catnet (version 1.09.4)
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
205
Version
1.09.4
License
GPL (>= 2)
Homepage
http://rwiki.sciviews.org/doku.php?id=packages:cran:catnet
Maintainer
Nikolay Balov Peter Salzman psalzmanbstrochesteredu
Last Published
October 29th, 2010
Functions in catnet (1.09.4)
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alarm
The ALARM network
cnOrder-method
Network Node Order
cnCompare-method
Network Comparison
cnNumNodes-method
Network Size
as.igraph-method
catNetwork to igraph
cnParHist-method
Parenthood Histogram
catNetworkDistance-class
Class "catNetworkDistance"
cnReorderNodes-method
Reorder Network Nodes
cnMatParents-method
Network Parent Matrix
cnCatnetFromEdges
catNetwork from Edges
cnCatnetFromSif
catNetwork from Simple Interaction File (SIF)
breast
Breast cancer data
cnProb-method
Conditional Probability Structure
cnNodeSampleLoglik
Node Log-likelihood
novartis
Novartis multi-tissue data
cnCatnetFromGraph
catNetwork from Graph
cnNew
New catNetwork
cnNodeMarginalProb-method
Node Marginal Probability
cnSearchOrder
Network Search for Given Node Order
cnFindAIC-method
Find Network by AIC
as.graph-methods
Graph from catNetwork
cnDot-method
Network Description File
catNetworkEvaluate-class
Class "catNetworkEvaluate"
catnet-package
catnet: Categorical Bayesian Network Inference
cnEntropy
Pairwise Node Entropy
cnDiscretize
Data Categorization
catNetwork-class
Class "catNetwork"
cnNodeLoglik
Node Log-likelihood
cnEdges-method
Network Edges
cnSetProb-method
Set Probability from Data
cnPlot-method
Plot Network
cnEvaluate-method
Network Evaluation from Data
cnCluster-method
Network Clustering
cnLoglik-method
Sample Log-likelihood
cnFind-method
Find Network by Complexity
cnParents-method
Network Parent Structure
cnSubNetwork-method
Sub-Network
cnPearsonTest-method
Goodness of Fit Test
cnSetSeed
Random Generator Seed
cnSearchHist
Parent Histogram Matrix
cnMatEdges-method
Network Edge Matrix
cnNodes-method
Netwok Nodes
cnComplexity-method
Network Complexity
CPDAG-class
Class CPDAG
dag2cpdag-method
Complete Network Representation
cnPredict-method
Prediction
isDAG
Check Direct Acyclic Graph (DAG) Condition
cnRandomCatnet
Random Network
cnSamples-method
Samples from Network
cnSearchSA
Stochastic Network Search
cnFindBIC-method
Find Network by BIC