Gaussian Parsimonious Clustering Models with Covariates and a Noise Component

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Documentation for package ‘MoEClust’ version 1.5.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

MoEClust-package	MoEClust: Gaussian Parsimonious Clustering Models with Covariates and a Noise Component
ais	Australian Institute of Sport data
aitken	Aitken Acceleration
as.Mclust	Convert MoEClust objects to the Mclust class
as.Mclust.MoEClust	Convert MoEClust objects to the Mclust class
CO2data	GNP and CO2 Data Set
drop_constants	Drop constant variables from a formula
drop_levels	Drop unused factor levels to predict from unseen data
expert_covar	Account for extra variability in covariance matrices with expert covariates
FARI	Compute the Frobenius (adjusted) Rand index
fitted.MoEClust	Predictions for MoEClust models
fitted.MoE_expert	Predictions from MoEClust expert networks
fitted.MoE_gating	Predictions from MoEClust gating networks
force_posiDiag	Force diagonal elements of a triangular matrix to be positive
MoEClust	MoEClust: Gaussian Parsimonious Clustering Models with Covariates and a Noise Component
MoE_AvePP	Average posterior probabilities of a fitted MoEClust model
MoE_clust	MoEClust: Gaussian Parsimonious Clustering Models with Covariates and a Noise Component
MoE_compare	Choose the best MoEClust model
MoE_control	Set control values for use with MoEClust
MoE_crit	MoEClust BIC, ICL, and AIC Model-Selection Criteria
MoE_cstep	C-step for MoEClust Models
MoE_dens	Density for MoEClust Mixture Models
MoE_entropy	Entropy of a fitted MoEClust model
MoE_estep	E-step for MoEClust Models
MoE_gpairs	Generalised Pairs Plots for MoEClust Mixture Models
MoE_mahala	Mahalanobis Distance Outlier Detection for Multivariate Response
MoE_news	Show the NEWS file
MoE_plotCrit	Model Selection Criteria Plot for MoEClust Mixture Models
MoE_plotGate	Plot MoEClust Gating Network
MoE_plotLogLik	Plot the Log-Likelihood of a MoEClust Mixture Model
MoE_Similarity	Plot the Similarity Matrix of a MoEClust Mixture Model
MoE_stepwise	Stepwise model/variable selection for MoEClust models
MoE_Uncertainty	Plot Clustering Uncertainties
noise_vol	Approximate Hypervolume Estimate
plot.MoEClust	Plot MoEClust Results
predict.MoEClust	Predictions for MoEClust models
predict.MoE_expert	Predictions from MoEClust expert networks
predict.MoE_gating	Predictions from MoEClust gating networks
print.MoEClust	MoEClust: Gaussian Parsimonious Clustering Models with Covariates and a Noise Component
print.MoECompare	Choose the best MoEClust model
quant_clust	Quantile-Based Clustering for Univariate Data
residuals.MoEClust	Predictions for MoEClust models
residuals.MoE_expert	Predictions from MoEClust expert networks
residuals.MoE_gating	Predictions from MoEClust gating networks
summary.MoEClust	MoEClust: Gaussian Parsimonious Clustering Models with Covariates and a Noise Component