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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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Version

Install

install.packages('catnet')

Monthly Downloads

81

Version

1.02.0

License

GPL (>= 2)

Maintainer

Nikolay Balov Peter Salzman psalzmanbstrochesteredu

Last Published

April 13th, 2010

Functions in catnet (1.02.0)

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