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catnet (version 1.14.3)

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

1.14.3

License

GPL (>= 2)

Maintainer

Nikolay Balov

Last Published

December 11th, 2013

Functions in catnet (1.14.3)

cnCatnetFromSif

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

Netwok Nodes
catNetwork-class

Class "catNetwork"
cnSearchHist

Parent Histogram Matrix
cnNew

New catNetwork
cnDiscretize

Data Categorization
cnCompare-method

Network Comparison
cnMatParents-method

Network Parent Matrix
classification

Classification demonstration
cnEntropy

Pairwise Node Entropy
CPDAG-class

Class CPDAG
cnNodeLoglik

Node Log-likelihood
cnNodeSampleLoglik

Node Log-likelihood
cnNodeMarginalProb-method

Probability Calculations
alarm

The ALARM network
cnParHist-method

Parenthood Histogram
cnSamples-method

Samples from Network
cnFindAIC-method

Find Network by AIC
novartis

Novartis multi-tissue data
cnParents-method

Network Parent Structure
cnFindBIC-method

Find Network by BIC
cnEdges-method

Network Edges
cnPredict-method

Prediction
cnOrder-method

Network Node Order
cnPlot-method

Plot Network
catNetworkDistance-class

Class "catNetworkDistance"
cnPearsonTest-method

Goodness of Fit Test
cnMatEdges-method

Network Edge Matrix
cnFind-method

Find Network by Complexity
cnDot-method

Network Description File
catnet-package

catnet: Categorical Bayesian Network Inference
cnSearchOrder

Network Search for Given Node Order
isDAG

Check Direct Acyclic Graph (DAG) Condition
as.igraph-method

catNetwork to igraph
cnNumNodes-method

Network Size
cnCluster-method

Network Clustering
cnSearchSA

Stochastic Network Search
cnReorderNodes-method

Reorder Network Nodes
cnProb-method

Conditional Probability Structure
cnCatnetFromEdges

catNetwork from Edges
cnSubNetwork-method

Sub-Network
dag2cpdag-method

Complete Network Representation
cnLoglik-method

Sample Log-likelihood
breast

Breast cancer data
catNetworkEvaluate-class

Class "catNetworkEvaluate"
cnSetProb-method

Set Probability from Data
cnSetSeed

Random Generator Seed
cnRandomCatnet

Random Network
cnComplexity-method

Network Complexity