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catnet (version 1.13.8)

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

1.13.8

License

GPL (>= 2)

Maintainer

Nikolay Balov Peter Salzman psalzmanbstrochesteredu

Last Published

April 3rd, 2013

Functions in catnet (1.13.8)

cnCluster-method

Network Clustering
catNetwork-class

Class "catNetwork"
cnFindAIC-method

Find Network by AIC
alarm

The ALARM network
cnMatParents-method

Network Parent Matrix
cnCatnetFromSif

Categorical Network from Simple Interaction File (SIF) and Bayesian Networks Interchange Format (BIF)
cnNodes-method

Netwok Nodes
cnEdges-method

Network Edges
cnMatEdges-method

Network Edge Matrix
cnCatnetFromEdges

catNetwork from Edges
catNetworkEvaluate-class

Class "catNetworkEvaluate"
cnNodeLoglik

Node Log-likelihood
cnCompare-method

Network Comparison
cnDiscretize

Data Categorization
cnParents-method

Network Parent Structure
cnFindBIC-method

Find Network by BIC
breast

Breast cancer data
catnet-package

catnet: Categorical Bayesian Network Inference
novartis

Novartis multi-tissue data
cnNodeMarginalProb-method

Probability Calculations
cnDot-method

Network Description File
cnFind-method

Find Network by Complexity
cnSamples-method

Samples from Network
cnPearsonTest-method

Goodness of Fit Test
cnSubNetwork-method

Sub-Network
cnRandomCatnet

Random Network
dag2cpdag-method

Complete Network Representation
cnNew

New catNetwork
cnSearchSA

Stochastic Network Search
cnReorderNodes-method

Reorder Network Nodes
cnPredict-method

Prediction
cnSetProb-method

Set Probability from Data
cnNodeSampleLoglik

Node Log-likelihood
cnSearchOrder

Network Search for Given Node Order
cnProb-method

Conditional Probability Structure
CPDAG-class

Class CPDAG
as.igraph-method

catNetwork to igraph
catNetworkDistance-class

Class "catNetworkDistance"
classification

Classification demonstration
cnParHist-method

Parenthood Histogram
cnPlot-method

Plot Network
cnLoglik-method

Sample Log-likelihood
cnNumNodes-method

Network Size
cnSetSeed

Random Generator Seed
cnComplexity-method

Network Complexity
cnEntropy

Pairwise Node Entropy
isDAG

Check Direct Acyclic Graph (DAG) Condition
cnSearchHist

Parent Histogram Matrix
cnOrder-method

Network Node Order