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catnet (version 1.13.2)

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

1.13.2

License

GPL (>= 2)

Maintainer

Nikolay Balov Peter Salzman psalzmanbstrochesteredu

Last Published

December 13th, 2011

Functions in catnet (1.13.2)

cnCatnetFromEdges

catNetwork from Edges
cnNodeSampleLoglik

Node Log-likelihood
cnParHist-method

Parenthood Histogram
catnet-package

catnet: Categorical Bayesian Network Inference
CPDAG-class

Class CPDAG
cnSearchSA

Stochastic Network Search
cnOrder-method

Network Node Order
catNetworkDistance-class

Class "catNetworkDistance"
catNetworkEvaluate-class

Class "catNetworkEvaluate"
cnFind-method

Find Network by Complexity
catNetwork-class

Class "catNetwork"
dag2cpdag-method

Complete Network Representation
cnDiscretize

Data Categorization
cnSubNetwork-method

Sub-Network
cnEntropy

Pairwise Node Entropy
cnPlot-method

Plot Network
cnCluster-method

Network Clustering
as.igraph-method

catNetwork to igraph
cnSetProb-method

Set Probability from Data
cnFindAIC-method

Find Network by AIC
cnSearchOrder

Network Search for Given Node Order
cnSetSeed

Random Generator Seed
cnPredict-method

Prediction
breast

Breast cancer data
alarm

The ALARM network
cnReorderNodes-method

Reorder Network Nodes
cnNodeLoglik

Node Log-likelihood
cnCatnetFromSif

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

Conditional Probability Structure
cnNumNodes-method

Network Size
cnCompare-method

Network Comparison
cnFindBIC-method

Find Network by BIC
cnRandomCatnet

Random Network
cnEdges-method

Network Edges
cnParents-method

Network Parent Structure
isDAG

Check Direct Acyclic Graph (DAG) Condition
classification

Classification demonstration
cnPearsonTest-method

Goodness of Fit Test
cnDot-method

Network Description File
cnSamples-method

Samples from Network
cnComplexity-method

Network Complexity
cnLoglik-method

Sample Log-likelihood
cnMatParents-method

Network Parent Matrix
cnNodeMarginalProb-method

Probability Calculations
cnNew

New catNetwork
cnMatEdges-method

Network Edge Matrix
cnSearchHist

Parent Histogram Matrix
novartis

Novartis multi-tissue data
cnNodes-method

Netwok Nodes