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catnet (version 1.08.1)
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
1.08.1
License
GPL (>= 2)
Homepage
http://wiki.r-project.org/rwiki/doku.php?id=packages:cran:catnet
Maintainer
Nikolay Balov Peter Salzman psalzmanbstrochesteredu
Last Published
August 10th, 2010
Functions in catnet (1.08.1)
Search functions
cnEdges-method
Network Edges
cnFind-method
Find Network by Complexity
cnParents-method
Network Parent Structure
catNetworkEvaluate-class
Class "catNetworkEvaluate"
as.igraph-method
catNetwork to igraph
cnCatnetFromEdges
catNetwork from Edges
CPDAG-class
Class CPDAG
cnCompare-method
Network Comparison
ccnCluster-method
Clusters in Network
catnet-package
catnet: Categorical Bayesian Network Inference
cnPredict-method
Prediction
cnNew
New catNetwork
catNetworkDistance-class
Class "catNetworkDistance"
cnSetProb-method
Set Probability from Data
cnReorderNodes-method
Reorder Network Nodes
cnDiscretize
Data Categorization
breast
Breast cancer data
cnCatnetFromSif
catNetwork from Simple Interaction File (SIF)
cnSearchSA
Stochastic Network Search
cnSamples-method
Samples from Network
isDAG
Check Direct Acyclic Graph (DAG) Condition
cnParHist-method
Parenthood Histogram
cnComplexity-method
Network Complexity
catNetwork-class
Class "catNetwork"
cnDot-method
Network Description File
cnEvaluate-method
Network Evaluation from Data
novartis
Novartis multi-tissue data
cnNumNodes-method
Network Size
cnOrder-method
Network Node Order
cnSubNetwork-method
Sub-Network
cnProb-method
Conditional Probability Structure
cnFindAIC-method
Find Network by AIC
cnSearchOrder
Network Search for Given Node Order
cnMatEdges-method
Network Edge Matrix
cnNodeMarginalProb-method
Node Marginal Probability
cnNodes-method
Netwok Nodes
cnMatParents-method
Network Parent Matrix
cnPlot-method
Plot Network
cnCatnetFromGraph
catNetwork from Graph
cnLoglik-method
Sample Log-likelihood
dag2cpdag-method
Complete Network Representation
cnPearsonTest-method
Goodness of Fit Test
cnSearchHist
Parent Histogram Matrix
cnNodeLoglik
Node Log-likelihood
alarm
The ALARM network
cnFindBIC-method
Find Network by BIC
cnRandomCatnet
Random Network
cnNodeSampleLoglik
Node Log-likelihood
as.graph-methods
Graph from catNetwork