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catnet (version 1.08.2)

Categorical Bayesian Network Inference

Description

A package that handles discrete Bayesian network models and provides inference using the frequentist approach

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Version

Install

install.packages('catnet')

Monthly Downloads

81

Version

1.08.2

License

GPL (>= 2)

Maintainer

Nikolay Balov Peter Salzman psalzmanbstrochesteredu

Last Published

August 12th, 2010

Functions in catnet (1.08.2)

cnSubNetwork-method

Sub-Network
as.igraph-method

catNetwork to igraph
cnNodeMarginalProb-method

Node Marginal Probability
as.graph-methods

Graph from catNetwork
cnFind-method

Find Network by Complexity
cnMatParents-method

Network Parent Matrix
cnDot-method

Network Description File
catNetwork-class

Class "catNetwork"
cnCatnetFromGraph

catNetwork from Graph
cnPlot-method

Plot Network
cnCompare-method

Network Comparison
cnPredict-method

Prediction
cnReorderNodes-method

Reorder Network Nodes
cnEvaluate-method

Network Evaluation from Data
cnRandomCatnet

Random Network
cnParHist-method

Parenthood Histogram
cnNodeSampleLoglik

Node Log-likelihood
cnDiscretize

Data Categorization
cnSetProb-method

Set Probability from Data
cnSearchOrder

Network Search for Given Node Order
cnComplexity-method

Network Complexity
cnMatEdges-method

Network Edge Matrix
breast

Breast cancer data
cnSearchSA

Stochastic Network Search
dag2cpdag-method

Complete Network Representation
cnCatnetFromEdges

catNetwork from Edges
cnNodeLoglik

Node Log-likelihood
cnEdges-method

Network Edges
cnNodes-method

Netwok Nodes
cnCatnetFromSif

catNetwork from Simple Interaction File (SIF)
cnNew

New catNetwork
isDAG

Check Direct Acyclic Graph (DAG) Condition
cnOrder-method

Network Node Order
catnet-package

catnet: Categorical Bayesian Network Inference
cnSamples-method

Samples from Network
catNetworkEvaluate-class

Class "catNetworkEvaluate"
cnParents-method

Network Parent Structure
alarm

The ALARM network
cnPearsonTest-method

Goodness of Fit Test
cnFindBIC-method

Find Network by BIC
catNetworkDistance-class

Class "catNetworkDistance"
cnSearchHist

Parent Histogram Matrix
CPDAG-class

Class CPDAG
novartis

Novartis multi-tissue data
cnFindAIC-method

Find Network by AIC
cnProb-method

Conditional Probability Structure
cnLoglik-method

Sample Log-likelihood
ccnCluster-method

Clusters in Network
cnNumNodes-method

Network Size