Entry: Defaults.Mclust
Aliases: Defaults.Mclust .Mclust
Keywords: cluster
Description: List of values controlling defaults for some MCLUST functions.
URL: ../../../library/mclust/html/Defaults.Mclust.html

Entry: Mclust
Aliases: Mclust print.Mclust
Keywords: cluster
Description: Model-Based Clustering
URL: ../../../library/mclust/html/Mclust.html

Entry: adjustedRandIndex
Aliases: adjustedRandIndex
Keywords: cluster
Description: Adjusted Rand Index
URL: ../../../library/mclust/html/adjustedRandIndex.html

Entry: bic
Aliases: bic
Keywords: cluster
Description: BIC for Parameterized Gaussian Mixture Models
URL: ../../../library/mclust/html/bic.html

Entry: bicEMtrain
Aliases: bicEMtrain
Keywords: cluster
Description: Select models in discriminant analysis using BIC
URL: ../../../library/mclust/html/bicEMtrain.html

Entry: cdens
Aliases: cdens
Keywords: cluster
Description: Component Density for Parameterized MVN Mixture Models
URL: ../../../library/mclust/html/cdens.html

Entry: cdensE
Aliases: cdensE cdensV cdensEII cdensVII cdensEEI cdensVEI cdensEVI cdensVVI cdensEEE cdensEEV cdensVEV cdensVVV
Keywords: cluster
Description: Component Density for a Parameterized MVN Mixture Model
URL: ../../../library/mclust/html/cdensE.html

Entry: chevron
Aliases: chevron
Keywords: datasets
Description: Simulated minefield data
URL: ../../../library/mclust/html/chevron.html

Entry: clPairs
Aliases: clPairs
Keywords: cluster
Description: Pairwise Scatter Plots showing Classification
URL: ../../../library/mclust/html/clPairs.html

Entry: classError
Aliases: classError
Keywords: cluster
Description: Classification error.
URL: ../../../library/mclust/html/classError.html

Entry: coordProj
Aliases: coordProj
Keywords: cluster
Description: Coordinate projections of multidimensional data modeled by an MVN mixture.
URL: ../../../library/mclust/html/coordProj.html

Entry: cross
Aliases: cross
Keywords: datasets
Description: Simulated Cross Data
URL: ../../../library/mclust/html/cross.html

Entry: cv1EMtrain
Aliases: cv1EMtrain
Keywords: cluster
Description: Select discriminant models using cross validation
URL: ../../../library/mclust/html/cv1EMtrain.html

Entry: decomp2sigma
Aliases: decomp2sigma
Keywords: cluster
Description: Convert mixture component covariances to matrix form.
URL: ../../../library/mclust/html/decomp2sigma.html

Entry: defaultPrior
Aliases: defaultPrior
Keywords: cluster
Description: Default conjugate prior for Gaussian mixtures.
URL: ../../../library/mclust/html/defaultPrior.html

Entry: dens
Aliases: dens
Keywords: cluster
Description: Density for Parameterized MVN Mixtures
URL: ../../../library/mclust/html/dens.html

Entry: diabetes
Aliases: diabetes diabetes.class
Keywords: datasets
Description: Diabetes data
URL: ../../../library/mclust/html/diabetes.html

Entry: em
Aliases: em
Keywords: cluster
Description: EM algorithm starting with E-step for parameterized Gaussian mixture models.
URL: ../../../library/mclust/html/em.html

Entry: emControl
Aliases: emControl
Keywords: cluster
Description: Set control values for use with the EM algorithm.
URL: ../../../library/mclust/html/emControl.html

Entry: emE
Aliases: emE emV emEII emVII emEEI emVEI emEVI emVVI emEEE emEEV emVEV emVVV
Keywords: cluster
Description: EM algorithm starting with E-step for a parameterized Gaussian mixture model.
URL: ../../../library/mclust/html/emE.html

Entry: estep
Aliases: estep
Keywords: cluster
Description: E-step for parameterized Gaussian mixture models.
URL: ../../../library/mclust/html/estep.html

Entry: estepE
Aliases: estepE estepV estepEII estepVII estepEEI estepVEI estepEVI estepVVI estepEEE estepEEV estepVEV estepVVV
Keywords: cluster
Description: E-step in the EM algorithm for a parameterized Gaussian mixture model.
URL: ../../../library/mclust/html/estepE.html

Entry: hc
Aliases: hc
Keywords: cluster
Description: Model-based Hierarchical Clustering
URL: ../../../library/mclust/html/hc.html

Entry: hcE
Aliases: hcE hcV hcEII hcVII hcEEE hcVVV
Keywords: cluster
Description: Model-based Hierarchical Clustering
URL: ../../../library/mclust/html/hcE.html

Entry: hclass
Aliases: hclass
Keywords: cluster
Description: Classifications from Hierarchical Agglomeration
URL: ../../../library/mclust/html/hclass.html

Entry: hypvol
Aliases: hypvol
Keywords: cluster
Description: Aproximate Hypervolume for Multivariate Data
URL: ../../../library/mclust/html/hypvol.html

Entry: map
Aliases: map
Keywords: cluster
Description: Classification given Probabilities
URL: ../../../library/mclust/html/map.html

Entry: mapClass
Aliases: mapClass
Keywords: cluster
Description: Correspondence between classifications.
URL: ../../../library/mclust/html/mapClass.html

Entry: mclust-internal
Aliases: pickBIC bicFill grid1 grid2 mvn2plot vecnorm traceW qclass unchol shapeO orth2 charconv [.mclustBIC [.mclustDAtest checkModelName
Keywords: internal
Description: Internal MCLUST functions
URL: ../../../library/mclust/html/mclust-internal.html

Entry: mclust1Dplot
Aliases: mclust1Dplot
Keywords: cluster
Description: Plot one-dimensional data modeled by an MVN mixture.
URL: ../../../library/mclust/html/mclust1Dplot.html

Entry: mclust2Dplot
Aliases: mclust2Dplot
Keywords: cluster
Description: Plot two-dimensional data modelled by an MVN mixture.
URL: ../../../library/mclust/html/mclust2Dplot.html

Entry: mclustBIC
Aliases: mclustBIC EMclust print.mclustBIC
Keywords: cluster
Description: BIC for Model-Based Clustering
URL: ../../../library/mclust/html/mclustBIC.html

Entry: mclustDA
Aliases: mclustDA print.mclustDA
Keywords: cluster
Description: MclustDA discriminant analysis.
URL: ../../../library/mclust/html/mclustDA.html

Entry: mclustDAtest
Aliases: mclustDAtest
Keywords: cluster
Description: MclustDA Testing
URL: ../../../library/mclust/html/mclustDAtest.html

Entry: mclustDAtrain
Aliases: mclustDAtrain print.mclustDAtrain
Keywords: cluster
Description: MclustDA Training
URL: ../../../library/mclust/html/mclustDAtrain.html

Entry: mclustModel
Aliases: mclustModel
Keywords: cluster
Description: Best model based on BIC.
URL: ../../../library/mclust/html/mclustModel.html

Entry: mclustModelNames
Aliases: mclustModelNames
Keywords: cluster
Description: MCLUST Model Names
URL: ../../../library/mclust/html/mclustModelNames.html

Entry: mclustOptions
Aliases: mclustOptions
Keywords: cluster
Description: Set default values for use with MCLUST.
URL: ../../../library/mclust/html/mclustOptions.html

Entry: mclustVariance
Aliases: mclustVariance
Keywords: cluster
Description: Template for variance specification for parameterized Gaussian mixture models.
URL: ../../../library/mclust/html/mclustVariance.html

Entry: me
Aliases: me
Keywords: cluster
Description: EM algorithm starting with M-step for parameterized MVN mixture models.
URL: ../../../library/mclust/html/me.html

Entry: meE
Aliases: meE meV meEII meVII meEEI meVEI meEVI meVVI meEEE meEEV meVEV meVVV
Keywords: cluster
Description: EM algorithm starting with M-step for a parameterized Gaussian mixture model.
URL: ../../../library/mclust/html/meE.html

Entry: mstep
Aliases: mstep
Keywords: cluster
Description: M-step for parameterized Gaussian mixture models.
URL: ../../../library/mclust/html/mstep.html

Entry: mstepE
Aliases: mstepE mstepV mstepEII mstepVII mstepEEI mstepVEI mstepEVI mstepVVI mstepEEE mstepEEV mstepVEV mstepVVV
Keywords: cluster
Description: M-step for a parameterized Gaussian mixture model.
URL: ../../../library/mclust/html/mstepE.html

Entry: mvn
Aliases: mvn
Keywords: cluster
Description: Univariate or Multivariate Normal Fit
URL: ../../../library/mclust/html/mvn.html

Entry: mvnX
Aliases: mvnX mvnXII mvnXXI mvnXXX
Keywords: cluster
Description: Univariate or Multivariate Normal Fit
URL: ../../../library/mclust/html/mvnX.html

Entry: nVarParams
Aliases: nVarParams
Keywords: cluster
Description: Number of Variance Parameters in Gaussian Mixture Models
URL: ../../../library/mclust/html/nVarParams.html

Entry: partconv
Aliases: partconv
Keywords: cluster
Description: Numeric Encoding of a Partitioning
URL: ../../../library/mclust/html/partconv.html

Entry: partuniq
Aliases: partuniq
Keywords: cluster
Description: Classifies Data According to Unique Observations
URL: ../../../library/mclust/html/partuniq.html

Entry: plot.Mclust
Aliases: plot.Mclust
Keywords: cluster
Description: Plot Model-Based Clustering Results
URL: ../../../library/mclust/html/plot.Mclust.html

Entry: plot.mclustBIC
Aliases: plot.mclustBIC
Keywords: cluster
Description: BIC Plot
URL: ../../../library/mclust/html/plot.mclustBIC.html

Entry: plot.mclustDA
Aliases: plot.mclustDA
Keywords: cluster
Description: Plotting method for MclustDA discriminant analysis.
URL: ../../../library/mclust/html/plot.mclustDA.html

Entry: plot.mclustDAtrain
Aliases: plot.mclustDAtrain
Keywords: cluster
Description: Plot mclustDA training models.
URL: ../../../library/mclust/html/plot.mclustDAtrain.html

Entry: priorControl
Aliases: priorControl
Keywords: cluster
Description: Conjugate Prior for Gaussian Mixtures.
URL: ../../../library/mclust/html/priorControl.html

Entry: randProj
Aliases: randProj
Keywords: cluster
Description: Random projections of multidimensional data modeled by an MVN mixture.
URL: ../../../library/mclust/html/randProj.html

Entry: sigma2decomp
Aliases: sigma2decomp
Keywords: cluster
Description: Convert mixture component covariances to decomposition form.
URL: ../../../library/mclust/html/sigma2decomp.html

Entry: sim
Aliases: sim
Keywords: cluster
Description: Simulate from Parameterized MVN Mixture Models
URL: ../../../library/mclust/html/sim.html

Entry: simE
Aliases: simE simV simEII simVII simEEI simVEI simEVI simVVI simEEE simEEV simVEV simVVV
Keywords: cluster
Description: Simulate from a Parameterized MVN Mixture Model
URL: ../../../library/mclust/html/simE.html

Entry: summary.mclustBIC
Aliases: summary.mclustBIC print.summary.mclustBIC summary.mclustBIC summaryMclustBIC summaryMclustBICn printSummaryMclustBIC printSummaryMclustBICn
Keywords: cluster
Description: Summary Function for model-based clustering.
URL: ../../../library/mclust/html/summary.mclustBIC.html

Entry: summary.mclustDAtest
Aliases: summary.mclustDAtest
Keywords: cluster
Description: Classification and posterior probability from mclustDAtest.
URL: ../../../library/mclust/html/summary.mclustDAtest.html

Entry: summary.mclustDAtrain
Aliases: summary.mclustDAtrain
Keywords: cluster
Description: Models and classifications from mclustDAtrain
URL: ../../../library/mclust/html/summary.mclustDAtrain.html

Entry: summary.mclustModel
Aliases: summary.mclustModel
Keywords: cluster
Description: Summary Function for MCLUST Models
URL: ../../../library/mclust/html/summary.mclustModel.html

Entry: surfacePlot
Aliases: surfacePlot
Keywords: cluster
Description: Density or uncertainty surface for two dimensional mixtures.
URL: ../../../library/mclust/html/surfacePlot.html

Entry: uncerPlot
Aliases: uncerPlot
Keywords: cluster
Description: Uncertainty Plot for Model-Based Clustering
URL: ../../../library/mclust/html/uncerPlot.html

Entry: unmap
Aliases: unmap
Keywords: cluster
Description: Indicator Variables given Classification
URL: ../../../library/mclust/html/unmap.html

Entry: wreath
Aliases: wreath
Keywords: datasets
Description: Data Simulated from a 14-Component Mixture
URL: ../../../library/mclust/html/wreath.html
