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catnet (version 1.14.5)
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
1.14.5
License
GPL (>= 2)
Maintainer
Nikolay Balov
Last Published
December 9th, 2014
Functions in catnet (1.14.5)
Search functions
catnet-package
catnet: Categorical Bayesian network inference
cnMatEdges-method
Network Edge Matrix
cnNodeLoglik
Node Log-likelihood
alarm
The ALARM network
catNetworkEvaluate-class
Class "catNetworkEvaluate"
cnReorderNodes-method
Reorder Network Nodes
cnPlot-method
Plot Network
cnCatnetFromEdges
catNetwork from Edges
cnSubNetwork-method
Sub-Network
cnPredict-method
Prediction
cnDot-method
Network Description File
catNetwork-class
Class "catNetwork"
cnSearchSA
Stochastic Network Search
cnCatnetFromSif
Categorical Network from Simple Interaction File (SIF) and Bayesian Networks Interchange Format (BIF)
cnPearsonTest-method
Goodness of Fit Test
novartis
Novartis multi-tissue data
cnCluster-method
Network Clustering
cnDiscretize
Data Categorization
cnSetProb-method
Set Probability from Data
dag2cpdag-method
Complete Network Representation
cnSetSeed
Random Generator Seed
isDAG
Check Direct Acyclic Graph (DAG) Condition
cnNumNodes-method
Network Size
cnFindAIC-method
Find Network by AIC
cnNew
New catNetwork
cnNodeSampleLoglik
Node Log-likelihood
cnFind-method
Find Network by Complexity
cnComplexity-method
Network Complexity
cnNodeMarginalProb-method
Probability Calculations
cnProb-method
Conditional Probability Structure
cnMatParents-method
Network Parent Matrix
cnSamples-method
Samples from Network
cnParents-method
Network Parent Structure
CPDAG-class
Class CPDAG
cnEntropy
Pairwise Node Entropy
cnSearchOrder
Network Search for Given Node Order
cnOrder-method
Network Node Order
catNetworkDistance-class
Class "catNetworkDistance"
cnParHist-method
Parenthood Histogram
cnCompare-method
Network Comparison
classification
Classification demonstration
breast
Breast cancer data
cnSearchHist
Parent Histogram Matrix
cnRandomCatnet
Random Network
cnEdges-method
Network Edges
cnLoglik-method
Sample Log-likelihood
cnNodes-method
Netwok Nodes
cnFindBIC-method
Find Network by BIC