RDocumentation
Moon
Learn R
Search all packages and functions
⚠️
There's a newer version (1.16.1) of this package.
Take me there.
catnet (version 1.13.7)
Categorical Bayesian Network Inference
Description
A package that handles discrete Bayesian network models and provides inference using the frequentist approach
Copy Link
Copy
Link to current version
Version
Version
1.16.1
1.15.7
1.15.6
1.15.5
1.15.3
1.15.0
1.14.8
1.14.5
1.14.3
1.14.2
1.13.8
1.13.7
1.13.4
1.13.2
1.13.1
1.11.0
1.10.0
1.09.4
1.08.2
1.08.1
1.02.0
1.00.0
Down Chevron
Install
install.packages('catnet')
Monthly Downloads
225
Version
1.13.7
License
GPL (>= 2)
Maintainer
Nikolay Balov Peter Salzman psalzmanbstrochesteredu
Last Published
January 9th, 2013
Functions in catnet (1.13.7)
Search functions
cnMatEdges-method
Network Edge Matrix
cnRandomCatnet
Random Network
cnParents-method
Network Parent Structure
cnReorderNodes-method
Reorder Network Nodes
as.igraph-method
catNetwork to igraph
cnCluster-method
Network Clustering
cnNew
New catNetwork
cnNodeSampleLoglik
Node Log-likelihood
cnSearchSA
Stochastic Network Search
cnSetProb-method
Set Probability from Data
cnNodeMarginalProb-method
Probability Calculations
cnFindAIC-method
Find Network by AIC
cnSearchOrder
Network Search for Given Node Order
cnOrder-method
Network Node Order
cnMatParents-method
Network Parent Matrix
cnFind-method
Find Network by Complexity
cnNumNodes-method
Network Size
cnProb-method
Conditional Probability Structure
cnCatnetFromEdges
catNetwork from Edges
cnParHist-method
Parenthood Histogram
cnComplexity-method
Network Complexity
cnSearchHist
Parent Histogram Matrix
cnNodeLoglik
Node Log-likelihood
catNetworkEvaluate-class
Class "catNetworkEvaluate"
catNetwork-class
Class "catNetwork"
isDAG
Check Direct Acyclic Graph (DAG) Condition
breast
Breast cancer data
dag2cpdag-method
Complete Network Representation
cnCatnetFromSif
Categorical Network from Simple Interaction File (SIF) and Bayesian Networks Interchange Format (BIF)
cnNodes-method
Netwok Nodes
cnSubNetwork-method
Sub-Network
alarm
The ALARM network
cnEntropy
Pairwise Node Entropy
cnFindBIC-method
Find Network by BIC
CPDAG-class
Class CPDAG
cnCompare-method
Network Comparison
classification
Classification demonstration
cnSetSeed
Random Generator Seed
catNetworkDistance-class
Class "catNetworkDistance"
cnDiscretize
Data Categorization
cnPredict-method
Prediction
cnEdges-method
Network Edges
catnet-package
catnet: Categorical Bayesian Network Inference
novartis
Novartis multi-tissue data
cnDot-method
Network Description File
cnLoglik-method
Sample Log-likelihood
cnSamples-method
Samples from Network
cnPlot-method
Plot Network
cnPearsonTest-method
Goodness of Fit Test