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catnet (version 1.00.0)
catnet: 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
1.00.0
License
GPL (>= 2)
Maintainer
Nikolay Balov Peter Salzman psalzmanbstrochesteredu
Last Published
March 8th, 2010
Functions in catnet (1.00.0)
Search functions
CPDAG-class
Class CPDAG
catNetworkEvaluate-class
Class "catNetworkEvaluate"
cnFind-method
Find Network by Complexity
as.graph-methods
Graph from catNetwork
cnNodes-method
Netwok Nodes
catNetwork-class
Class "catNetwork"
isDAG
Check Direct Acyclic Graph (DAG) Condition
cnEvaluate-method
Network Evaluation from Data
cnFindBIC-method
Find Network by BIC
cnSearchSA
Stochastic Network Search
cnSearchOrder
Network Search for Given Node Order
cnParHist-method
Parenthood Histogram
cnSearchHist
Parent Histogram Matrix
catnet-package
catnet: Categorical Bayesian Network Inference
alarm
The ALARM network
cnCompare-method
Network Comparison
as.igraph-method
catNetwork to igraph
cnNew
New catNetwork
cnFindAIC-method
Find Network by AIC
cnCatnetFromGraph
catNetwork from Graph
breast
Breast cancer data
cnCatnetFromEdges
catNetwork from Edges
cnSetProb-method
Set Probability from Data
cnMatParents-method
Network Parent Matrix
cnOrder-method
Network Node Order
novartis
Novartis multi-tissue data
cnComplexity-method
Network Complexity
cnSearchSAcluster
Stochastic Network Search. Parallel Processing.
cnPearsonTest-method
Goodness of Fit Test
cnSamplesPert-method
Perturbed Samples from Network
cnProb-method
Conditional Probability Structure of Network
cnCatnetFromSif
catNetwork from Simple Interaction File (SIF)
cnParents-method
Network Parents
cnMatEdges-method
Network Edge Matrix
cnDiscretize
Data Categorization
catNetworkDistance-class
Class "catNetworkDistance"
cnLoglik-method
Sample Log-likelihood
cnNumNodes-method
Network Size
cnRandomCatnet
Random Network
cnPredict-method
Prediction
dag2cpdag-method
Complete Network Representation
cnEdges-method
Network Edges
cnSamples-method
Samples from Network
cnNodeLoglik
Node Log-likelihood
cnDot-method
Network Description File
cnReorderNodes-method
Reorder Network Nodes
cnPlot-method
Plot Network
cnNodeMarginalProb-method
Node Marginal Probability
cnSubNetwork-method
Sub-Network
cnSearchHistCluster
Parent Histogram Matrix - Parallel Version