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catnet (version 1.08.1)

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

1.08.1

License

GPL (>= 2)

Maintainer

Nikolay Balov Peter Salzman psalzmanbstrochesteredu

Last Published

August 10th, 2010

Functions in catnet (1.08.1)

cnEdges-method

Network Edges
cnFind-method

Find Network by Complexity
cnParents-method

Network Parent Structure
catNetworkEvaluate-class

Class "catNetworkEvaluate"
as.igraph-method

catNetwork to igraph
cnCatnetFromEdges

catNetwork from Edges
CPDAG-class

Class CPDAG
cnCompare-method

Network Comparison
ccnCluster-method

Clusters in Network
catnet-package

catnet: Categorical Bayesian Network Inference
cnPredict-method

Prediction
cnNew

New catNetwork
catNetworkDistance-class

Class "catNetworkDistance"
cnSetProb-method

Set Probability from Data
cnReorderNodes-method

Reorder Network Nodes
cnDiscretize

Data Categorization
breast

Breast cancer data
cnCatnetFromSif

catNetwork from Simple Interaction File (SIF)
cnSearchSA

Stochastic Network Search
cnSamples-method

Samples from Network
isDAG

Check Direct Acyclic Graph (DAG) Condition
cnParHist-method

Parenthood Histogram
cnComplexity-method

Network Complexity
catNetwork-class

Class "catNetwork"
cnDot-method

Network Description File
cnEvaluate-method

Network Evaluation from Data
novartis

Novartis multi-tissue data
cnNumNodes-method

Network Size
cnOrder-method

Network Node Order
cnSubNetwork-method

Sub-Network
cnProb-method

Conditional Probability Structure
cnFindAIC-method

Find Network by AIC
cnSearchOrder

Network Search for Given Node Order
cnMatEdges-method

Network Edge Matrix
cnNodeMarginalProb-method

Node Marginal Probability
cnNodes-method

Netwok Nodes
cnMatParents-method

Network Parent Matrix
cnPlot-method

Plot Network
cnCatnetFromGraph

catNetwork from Graph
cnLoglik-method

Sample Log-likelihood
dag2cpdag-method

Complete Network Representation
cnPearsonTest-method

Goodness of Fit Test
cnSearchHist

Parent Histogram Matrix
cnNodeLoglik

Node Log-likelihood
alarm

The ALARM network
cnFindBIC-method

Find Network by BIC
cnRandomCatnet

Random Network
cnNodeSampleLoglik

Node Log-likelihood
as.graph-methods

Graph from catNetwork