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catnet (version 1.13.1)

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

1.13.1

License

GPL (>= 2)

Maintainer

Nikolay Balov Peter Salzman psalzmanbstrochesteredu

Last Published

October 5th, 2011

Functions in catnet (1.13.1)

novartis

Novartis multi-tissue data
cnNodeMarginalProb-method

Probability Calculations
cnFind-method

Find Network by Complexity
cnCluster-method

Network Clustering
cnFindBIC-method

Find Network by BIC
cnRandomCatnet

Random Network
cnCompare-method

Network Comparison
cnEntropy

Pairwise Node Entropy
cnCatnetFromEdges

catNetwork from Edges
cnComplexity-method

Network Complexity
alarm

The ALARM network
cnMatParents-method

Network Parent Matrix
cnNumNodes-method

Network Size
cnNodes-method

Netwok Nodes
cnNodeSampleLoglik

Node Log-likelihood
cnEdges-method

Network Edges
cnDot-method

Network Description File
cnReorderNodes-method

Reorder Network Nodes
cnNodeLoglik

Node Log-likelihood
cnMatEdges-method

Network Edge Matrix
classification

Classification demonstration
cnParents-method

Network Parent Structure
cnSearchHist

Parent Histogram Matrix
catNetworkEvaluate-class

Class "catNetworkEvaluate"
cnCatnetFromSif

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

Network Node Order
cnNew

New catNetwork
cnSearchSA

Stochastic Network Search
CPDAG-class

Class CPDAG
cnLoglik-method

Sample Log-likelihood
catNetwork-class

Class "catNetwork"
as.igraph-method

catNetwork to igraph
cnSamples-method

Samples from Network
cnFindAIC-method

Find Network by AIC
dag2cpdag-method

Complete Network Representation
cnPredict-method

Prediction
cnPlot-method

Plot Network
cnSubNetwork-method

Sub-Network
cnSetSeed

Random Generator Seed
catNetworkDistance-class

Class "catNetworkDistance"
catnet-package

catnet: Categorical Bayesian Network Inference
cnSearchOrder

Network Search for Given Node Order
cnParHist-method

Parenthood Histogram
cnSetProb-method

Set Probability from Data
cnDiscretize

Data Categorization
cnPearsonTest-method

Goodness of Fit Test
breast

Breast cancer data
isDAG

Check Direct Acyclic Graph (DAG) Condition
cnProb-method

Conditional Probability Structure