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catnet (version 1.13.8)
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
1.13.8
License
GPL (>= 2)
Maintainer
Nikolay Balov Peter Salzman psalzmanbstrochesteredu
Last Published
April 3rd, 2013
Functions in catnet (1.13.8)
Search functions
cnCluster-method
Network Clustering
catNetwork-class
Class "catNetwork"
cnFindAIC-method
Find Network by AIC
alarm
The ALARM network
cnMatParents-method
Network Parent Matrix
cnCatnetFromSif
Categorical Network from Simple Interaction File (SIF) and Bayesian Networks Interchange Format (BIF)
cnNodes-method
Netwok Nodes
cnEdges-method
Network Edges
cnMatEdges-method
Network Edge Matrix
cnCatnetFromEdges
catNetwork from Edges
catNetworkEvaluate-class
Class "catNetworkEvaluate"
cnNodeLoglik
Node Log-likelihood
cnCompare-method
Network Comparison
cnDiscretize
Data Categorization
cnParents-method
Network Parent Structure
cnFindBIC-method
Find Network by BIC
breast
Breast cancer data
catnet-package
catnet: Categorical Bayesian Network Inference
novartis
Novartis multi-tissue data
cnNodeMarginalProb-method
Probability Calculations
cnDot-method
Network Description File
cnFind-method
Find Network by Complexity
cnSamples-method
Samples from Network
cnPearsonTest-method
Goodness of Fit Test
cnSubNetwork-method
Sub-Network
cnRandomCatnet
Random Network
dag2cpdag-method
Complete Network Representation
cnNew
New catNetwork
cnSearchSA
Stochastic Network Search
cnReorderNodes-method
Reorder Network Nodes
cnPredict-method
Prediction
cnSetProb-method
Set Probability from Data
cnNodeSampleLoglik
Node Log-likelihood
cnSearchOrder
Network Search for Given Node Order
cnProb-method
Conditional Probability Structure
CPDAG-class
Class CPDAG
as.igraph-method
catNetwork to igraph
catNetworkDistance-class
Class "catNetworkDistance"
classification
Classification demonstration
cnParHist-method
Parenthood Histogram
cnPlot-method
Plot Network
cnLoglik-method
Sample Log-likelihood
cnNumNodes-method
Network Size
cnSetSeed
Random Generator Seed
cnComplexity-method
Network Complexity
cnEntropy
Pairwise Node Entropy
isDAG
Check Direct Acyclic Graph (DAG) Condition
cnSearchHist
Parent Histogram Matrix
cnOrder-method
Network Node Order