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catnet (version 1.13.4)
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
1.13.4
License
GPL (>= 2)
Homepage
http://rwiki.sciviews.org/doku.php?id=packages:cran:catnet
Maintainer
Nikolay Balov Peter Salzman psalzmanbstrochesteredu
Last Published
August 1st, 2012
Functions in catnet (1.13.4)
Search functions
cnSearchHist
Parent Histogram Matrix
dag2cpdag-method
Complete Network Representation
cnFindAIC-method
Find Network by AIC
cnFind-method
Find Network by Complexity
cnCompare-method
Network Comparison
cnMatEdges-method
Network Edge Matrix
cnParents-method
Network Parent Structure
cnRandomCatnet
Random Network
cnNodeMarginalProb-method
Probability Calculations
cnOrder-method
Network Node Order
cnDiscretize
Data Categorization
cnSearchOrder
Network Search for Given Node Order
cnNodeSampleLoglik
Node Log-likelihood
cnCluster-method
Network Clustering
cnComplexity-method
Network Complexity
cnPearsonTest-method
Goodness of Fit Test
cnSubNetwork-method
Sub-Network
isDAG
Check Direct Acyclic Graph (DAG) Condition
cnParHist-method
Parenthood Histogram
cnEntropy
Pairwise Node Entropy
cnSearchSA
Stochastic Network Search
cnPredict-method
Prediction
novartis
Novartis multi-tissue data
cnSetProb-method
Set Probability from Data
cnDot-method
Network Description File
cnSamples-method
Samples from Network
CPDAG-class
Class CPDAG
catNetwork-class
Class "catNetwork"
cnFindBIC-method
Find Network by BIC
cnProb-method
Conditional Probability Structure
cnNodes-method
Netwok Nodes
alarm
The ALARM network
as.igraph-method
catNetwork to igraph
breast
Breast cancer data
cnReorderNodes-method
Reorder Network Nodes
catnet-package
catnet: Categorical Bayesian Network Inference
cnNumNodes-method
Network Size
cnNodeLoglik
Node Log-likelihood
cnPlot-method
Plot Network
classification
Classification demonstration
cnCatnetFromEdges
catNetwork from Edges
cnSetSeed
Random Generator Seed
cnLoglik-method
Sample Log-likelihood
cnEdges-method
Network Edges
cnNew
New catNetwork
catNetworkEvaluate-class
Class "catNetworkEvaluate"
catNetworkDistance-class
Class "catNetworkDistance"
cnMatParents-method
Network Parent Matrix
cnCatnetFromSif
Categorical Network from Simple Interaction File (SIF) and Bayesian Networks Interchange Format (BIF)