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catnet (version 1.14.5)

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

1.14.5

License

GPL (>= 2)

Maintainer

Nikolay Balov

Last Published

December 9th, 2014

Functions in catnet (1.14.5)

catnet-package

catnet: Categorical Bayesian network inference
cnMatEdges-method

Network Edge Matrix
cnNodeLoglik

Node Log-likelihood
alarm

The ALARM network
catNetworkEvaluate-class

Class "catNetworkEvaluate"
cnReorderNodes-method

Reorder Network Nodes
cnPlot-method

Plot Network
cnCatnetFromEdges

catNetwork from Edges
cnSubNetwork-method

Sub-Network
cnPredict-method

Prediction
cnDot-method

Network Description File
catNetwork-class

Class "catNetwork"
cnSearchSA

Stochastic Network Search
cnCatnetFromSif

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

Goodness of Fit Test
novartis

Novartis multi-tissue data
cnCluster-method

Network Clustering
cnDiscretize

Data Categorization
cnSetProb-method

Set Probability from Data
dag2cpdag-method

Complete Network Representation
cnSetSeed

Random Generator Seed
isDAG

Check Direct Acyclic Graph (DAG) Condition
cnNumNodes-method

Network Size
cnFindAIC-method

Find Network by AIC
cnNew

New catNetwork
cnNodeSampleLoglik

Node Log-likelihood
cnFind-method

Find Network by Complexity
cnComplexity-method

Network Complexity
cnNodeMarginalProb-method

Probability Calculations
cnProb-method

Conditional Probability Structure
cnMatParents-method

Network Parent Matrix
cnSamples-method

Samples from Network
cnParents-method

Network Parent Structure
CPDAG-class

Class CPDAG
cnEntropy

Pairwise Node Entropy
cnSearchOrder

Network Search for Given Node Order
cnOrder-method

Network Node Order
catNetworkDistance-class

Class "catNetworkDistance"
cnParHist-method

Parenthood Histogram
cnCompare-method

Network Comparison
classification

Classification demonstration
breast

Breast cancer data
cnSearchHist

Parent Histogram Matrix
cnRandomCatnet

Random Network
cnEdges-method

Network Edges
cnLoglik-method

Sample Log-likelihood
cnNodes-method

Netwok Nodes
cnFindBIC-method

Find Network by BIC