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catnet (version 1.09.4)

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

1.09.4

License

GPL (>= 2)

Maintainer

Nikolay Balov Peter Salzman psalzmanbstrochesteredu

Last Published

October 29th, 2010

Functions in catnet (1.09.4)

alarm

The ALARM network
cnOrder-method

Network Node Order
cnCompare-method

Network Comparison
cnNumNodes-method

Network Size
as.igraph-method

catNetwork to igraph
cnParHist-method

Parenthood Histogram
catNetworkDistance-class

Class "catNetworkDistance"
cnReorderNodes-method

Reorder Network Nodes
cnMatParents-method

Network Parent Matrix
cnCatnetFromEdges

catNetwork from Edges
cnCatnetFromSif

catNetwork from Simple Interaction File (SIF)
breast

Breast cancer data
cnProb-method

Conditional Probability Structure
cnNodeSampleLoglik

Node Log-likelihood
novartis

Novartis multi-tissue data
cnCatnetFromGraph

catNetwork from Graph
cnNew

New catNetwork
cnNodeMarginalProb-method

Node Marginal Probability
cnSearchOrder

Network Search for Given Node Order
cnFindAIC-method

Find Network by AIC
as.graph-methods

Graph from catNetwork
cnDot-method

Network Description File
catNetworkEvaluate-class

Class "catNetworkEvaluate"
catnet-package

catnet: Categorical Bayesian Network Inference
cnEntropy

Pairwise Node Entropy
cnDiscretize

Data Categorization
catNetwork-class

Class "catNetwork"
cnNodeLoglik

Node Log-likelihood
cnEdges-method

Network Edges
cnSetProb-method

Set Probability from Data
cnPlot-method

Plot Network
cnEvaluate-method

Network Evaluation from Data
cnCluster-method

Network Clustering
cnLoglik-method

Sample Log-likelihood
cnFind-method

Find Network by Complexity
cnParents-method

Network Parent Structure
cnSubNetwork-method

Sub-Network
cnPearsonTest-method

Goodness of Fit Test
cnSetSeed

Random Generator Seed
cnSearchHist

Parent Histogram Matrix
cnMatEdges-method

Network Edge Matrix
cnNodes-method

Netwok Nodes
cnComplexity-method

Network Complexity
CPDAG-class

Class CPDAG
dag2cpdag-method

Complete Network Representation
cnPredict-method

Prediction
isDAG

Check Direct Acyclic Graph (DAG) Condition
cnRandomCatnet

Random Network
cnSamples-method

Samples from Network
cnSearchSA

Stochastic Network Search
cnFindBIC-method

Find Network by BIC