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catnet (version 1.11.0)

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

1.11.0

License

GPL (>= 2)

Maintainer

Nikolay Balov Peter Salzman psalzmanbstrochesteredu

Last Published

June 15th, 2011

Functions in catnet (1.11.0)

breast

Breast cancer data
cnNew

New catNetwork
cnFindBIC-method

Find Network by BIC
as.igraph-method

catNetwork to igraph
cnRandomCatnet

Random Network
cnParents-method

Network Parent Structure
cnOrder-method

Network Node Order
cnDiscretize

Data Categorization
cnNodeMarginalProb-method

Node Marginal Probability
cnReorderNodes-method

Reorder Network Nodes
cnProb-method

Conditional Probability Structure
cnSearchOrder

Network Search for Given Node Order
cnNodeSampleLoglik

Node Log-likelihood
cnNumNodes-method

Network Size
catNetworkEvaluate-class

Class "catNetworkEvaluate"
cnParHist-method

Parenthood Histogram
catNetwork-class

Class "catNetwork"
cnCatnetFromEdges

catNetwork from Edges
cnComplexity-method

Network Complexity
cnNodes-method

Netwok Nodes
cnSetSeed

Random Generator Seed
cnFindAIC-method

Find Network by AIC
cnPredict-method

Prediction
cnMatEdges-method

Network Edge Matrix
cnMatParents-method

Network Parent Matrix
cnSetProb-method

Set Probability from Data
CPDAG-class

Class CPDAG
dag2cpdag-method

Complete Network Representation
cnFind-method

Find Network by Complexity
catnet-package

catnet: Categorical Bayesian Network Inference
cnSearchSA

Stochastic Network Search
cnNodeLoglik

Node Log-likelihood
cnSearchHist

Parent Histogram Matrix
cnCluster-method

Network Clustering
cnPearsonTest-method

Goodness of Fit Test
cnSubNetwork-method

Sub-Network
cnDot-method

Network Description File
isDAG

Check Direct Acyclic Graph (DAG) Condition
cnLoglik-method

Sample Log-likelihood
cnEdges-method

Network Edges
cnSamples-method

Samples from Network
novartis

Novartis multi-tissue data
alarm

The ALARM network
catNetworkDistance-class

Class "catNetworkDistance"
cnCompare-method

Network Comparison
cnEntropy

Pairwise Node Entropy
cnPlot-method

Plot Network
cnCatnetFromSif

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