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catnet (version 1.02.0)
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
283
Version
1.02.0
License
GPL (>= 2)
Maintainer
Nikolay Balov Peter Salzman psalzmanbstrochesteredu
Last Published
April 13th, 2010
Functions in catnet (1.02.0)
Search functions
alarm
The ALARM network
catNetworkEvaluate-class
Class "catNetworkEvaluate"
cnMatEdges-method
Network Edge Matrix
cnComplexity-method
Network Complexity
cnDiscretize
Data Categorization
cnFind-method
Find Network by Complexity
cnSearchHist
Parent Histogram Matrix
cnNodes-method
Netwok Nodes
cnFindAIC-method
Find Network by AIC
as.igraph-method
catNetwork to igraph
cnFindBIC-method
Find Network by BIC
cnParHist-method
Parenthood Histogram
cnSearchOrder
Network Search for Given Node Order
cnRandomCatnet
Random Network
cnParents-method
Network Parents
catNetworkDistance-class
Class "catNetworkDistance"
cnOrder-method
Network Node Order
catNetwork-class
Class "catNetwork"
as.graph-methods
Graph from catNetwork
cnPlot-method
Plot Network
cnPearsonTest-method
Goodness of Fit Test
cnNodeMarginalProb-method
Node Marginal Probability
dag2cpdag-method
Complete Network Representation
cnSamples-method
Samples from Network
cnReorderNodes-method
Reorder Network Nodes
cnCatnetFromEdges
catNetwork from Edges
cnSubNetwork-method
Sub-Network
cnCompare-method
Network Comparison
cnSetProb-method
Set Probability from Data
cnMatParents-method
Network Parent Matrix
cnNodeLoglik
Node Log-likelihood
cnSearchSAcluster
Stochastic Network Search. Parallel Processing.
novartis
Novartis multi-tissue data
CPDAG-class
Class CPDAG
cnNew
New catNetwork
cnNumNodes-method
Network Size
cnEvaluate-method
Network Evaluation from Data
cnPredict-method
Prediction
cnCatnetFromSif
catNetwork from Simple Interaction File (SIF)
cnLoglik-method
Sample Log-likelihood
cnCatnetFromGraph
catNetwork from Graph
cnSearchSA
Stochastic Network Search
cnSearchHistCluster
Parent Histogram Matrix - Parallel Version
cnProb-method
Conditional Probability Structure of Network
catnet-package
catnet: Categorical Bayesian Network Inference
cnEdges-method
Network Edges
cnDot-method
Network Description File
breast
Breast cancer data
isDAG
Check Direct Acyclic Graph (DAG) Condition