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catnet (version 1.14.3)
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
1.14.3
License
GPL (>= 2)
Maintainer
Nikolay Balov
Last Published
December 11th, 2013
Functions in catnet (1.14.3)
Search functions
cnCatnetFromSif
Categorical Network from Simple Interaction File (SIF) and Bayesian Networks Interchange Format (BIF)
cnNodes-method
Netwok Nodes
catNetwork-class
Class "catNetwork"
cnSearchHist
Parent Histogram Matrix
cnNew
New catNetwork
cnDiscretize
Data Categorization
cnCompare-method
Network Comparison
cnMatParents-method
Network Parent Matrix
classification
Classification demonstration
cnEntropy
Pairwise Node Entropy
CPDAG-class
Class CPDAG
cnNodeLoglik
Node Log-likelihood
cnNodeSampleLoglik
Node Log-likelihood
cnNodeMarginalProb-method
Probability Calculations
alarm
The ALARM network
cnParHist-method
Parenthood Histogram
cnSamples-method
Samples from Network
cnFindAIC-method
Find Network by AIC
novartis
Novartis multi-tissue data
cnParents-method
Network Parent Structure
cnFindBIC-method
Find Network by BIC
cnEdges-method
Network Edges
cnPredict-method
Prediction
cnOrder-method
Network Node Order
cnPlot-method
Plot Network
catNetworkDistance-class
Class "catNetworkDistance"
cnPearsonTest-method
Goodness of Fit Test
cnMatEdges-method
Network Edge Matrix
cnFind-method
Find Network by Complexity
cnDot-method
Network Description File
catnet-package
catnet: Categorical Bayesian Network Inference
cnSearchOrder
Network Search for Given Node Order
isDAG
Check Direct Acyclic Graph (DAG) Condition
as.igraph-method
catNetwork to igraph
cnNumNodes-method
Network Size
cnCluster-method
Network Clustering
cnSearchSA
Stochastic Network Search
cnReorderNodes-method
Reorder Network Nodes
cnProb-method
Conditional Probability Structure
cnCatnetFromEdges
catNetwork from Edges
cnSubNetwork-method
Sub-Network
dag2cpdag-method
Complete Network Representation
cnLoglik-method
Sample Log-likelihood
breast
Breast cancer data
catNetworkEvaluate-class
Class "catNetworkEvaluate"
cnSetProb-method
Set Probability from Data
cnSetSeed
Random Generator Seed
cnRandomCatnet
Random Network
cnComplexity-method
Network Complexity