Mixture of Gaussian Bayesian Network Model

Documentation for package ‘mugnet’ version 1.01.3

mugnet-package	mugnet: Mixture of Gaussian Bayesian Network Model
crabs	Horseshoe Crab Data
lets	Letter Recognition Data Set
letters	Letter Recognition Data Set
lung	Lung cancer data, Boston cohort
lung.alive	Lung cancer data, Boston cohort
lung.dead	Lung cancer data, Boston cohort
mgBeta	Beta Parameters
mgBeta-method	Beta Parameters
mgFind	Find Network by Complexity
mgFind-method	Find Network by Complexity
mgFindAIC	Find Network by AIC
mgFindAIC-method	Find Network by AIC
mgFindBIC	Find Network by BIC
mgFindBIC-method	Find Network by BIC
mgLoglik	Sample Log-likelihood
mgLoglik-method	Sample Log-likelihood
mgNetwork	The class "mgNetwork"
mgNetwork-class	The class "mgNetwork"
mgNew	Creating Random mgNetwork
mgNodeLoglik	Log-Likelihood of Network Nodes
mgNodeLoglik-method	Log-Likelihood of Network Nodes
mgPredict	Prediction
mgPredict-method	Prediction
mgReorderNodes	Reorder Network Nodes
mgReorderNodes-method	Reorder Network Nodes
mgSamples	Samples from Network
mgSamples-method	Samples from Network
mgSearchOrder	Fitting Networks to Data for Given Node Order
mgSetProb	Set Probability from Data
mgSetProb-method	Set Probability from Data
mgSigma	Sigma Parameters
mgSigma-method	Sigma Parameters
mugnet	mugnet: Mixture of Gaussian Bayesian Network Model