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catnet (version 1.13.4)

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

1.13.4

License

GPL (>= 2)

Maintainer

Nikolay Balov Peter Salzman psalzmanbstrochesteredu

Last Published

August 1st, 2012

Functions in catnet (1.13.4)

cnSearchHist

Parent Histogram Matrix
dag2cpdag-method

Complete Network Representation
cnFindAIC-method

Find Network by AIC
cnFind-method

Find Network by Complexity
cnCompare-method

Network Comparison
cnMatEdges-method

Network Edge Matrix
cnParents-method

Network Parent Structure
cnRandomCatnet

Random Network
cnNodeMarginalProb-method

Probability Calculations
cnOrder-method

Network Node Order
cnDiscretize

Data Categorization
cnSearchOrder

Network Search for Given Node Order
cnNodeSampleLoglik

Node Log-likelihood
cnCluster-method

Network Clustering
cnComplexity-method

Network Complexity
cnPearsonTest-method

Goodness of Fit Test
cnSubNetwork-method

Sub-Network
isDAG

Check Direct Acyclic Graph (DAG) Condition
cnParHist-method

Parenthood Histogram
cnEntropy

Pairwise Node Entropy
cnSearchSA

Stochastic Network Search
cnPredict-method

Prediction
novartis

Novartis multi-tissue data
cnSetProb-method

Set Probability from Data
cnDot-method

Network Description File
cnSamples-method

Samples from Network
CPDAG-class

Class CPDAG
catNetwork-class

Class "catNetwork"
cnFindBIC-method

Find Network by BIC
cnProb-method

Conditional Probability Structure
cnNodes-method

Netwok Nodes
alarm

The ALARM network
as.igraph-method

catNetwork to igraph
breast

Breast cancer data
cnReorderNodes-method

Reorder Network Nodes
catnet-package

catnet: Categorical Bayesian Network Inference
cnNumNodes-method

Network Size
cnNodeLoglik

Node Log-likelihood
cnPlot-method

Plot Network
classification

Classification demonstration
cnCatnetFromEdges

catNetwork from Edges
cnSetSeed

Random Generator Seed
cnLoglik-method

Sample Log-likelihood
cnEdges-method

Network Edges
cnNew

New catNetwork
catNetworkEvaluate-class

Class "catNetworkEvaluate"
catNetworkDistance-class

Class "catNetworkDistance"
cnMatParents-method

Network Parent Matrix
cnCatnetFromSif

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