Clustering using Mixture Models


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Documentation for package ‘MixAll’ version 1.2.0

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B C D E G H I M P S T misc

MixAll-package MixAll allows to estimate parametric mixture models with mixed data sets and missing data.

-- B --

birds Qualitative data : morphological description of birds
bullsEye Quantitative Data: bullsEye

-- C --

car Qualitative data : Car Evaluation
ClusterAlgo ['ClusterAlgo'] class for Cluster algorithms.
clusterAlgo Create an instance of the ['ClusterAlgo'] class
ClusterAlgo-class ['ClusterAlgo'] class for Cluster algorithms.
clusterCategorical Create an instance of the ['ClusterCategorical'] class
ClusterCategorical-class Definition of the ['ClusterCategorical'] class
ClusterCategoricalComponent Definition of the ['ClusterCategoricalComponent'] class
ClusterCategoricalComponent-class Definition of the ['ClusterCategoricalComponent'] class
clusterCategoricalNames Create a vector of Categorical mixture model names.
ClusterDiagGaussian Definition of the ['ClusterDiagGaussian'] class
clusterDiagGaussian Create an instance of the ['ClusterDiagGaussian'] class
ClusterDiagGaussian-class Definition of the ['ClusterDiagGaussian'] class
ClusterDiagGaussianComponent Definition of the ['ClusterDiagGaussianComponent'] class
ClusterDiagGaussianComponent-class Definition of the ['ClusterDiagGaussianComponent'] class
clusterDiagGaussianNames Create a vector of diagonal Gaussian mixture model names.
clusterFastStrategy Create an instance of ['ClusterStrategy'] class
ClusterGamma Definition of the ['ClusterGamma'] class
clusterGamma Create an instance of the ['ClusterGamma'] class
ClusterGamma-class Definition of the ['ClusterGamma'] class
ClusterGamma-method Plotting of a class ['ClusterGamma']
ClusterGammaComponent Definition of the ['ClusterGammaComponent'] class
ClusterGammaComponent-class Definition of the ['ClusterGammaComponent'] class
clusterGammaNames Create a vector of gamma mixture model names.
ClusterInit Constructor of the ['ClusterInit'] class
clusterInit Create an instance of ['ClusterInit'] class
ClusterInit-class Constructor of the ['ClusterInit'] class
ClusterKernel Definition of the ['ClusterKernel'] class
clusterKernel Create an instance of the ['ClusterKernel'] class
ClusterKernel-class Definition of the ['ClusterKernel'] class
ClusterKernelComponent Definition of the ['ClusterKernelComponent'] class
ClusterKernelComponent-class Definition of the ['ClusterKernelComponent'] class
clusterKernelNames Create a vector of Kernel mixture model names.
ClusterMixedData Definition of the ['ClusterMixedData'] class
clusterMixedData Create an instance of the ['ClusterMixedData'] class
ClusterMixedData-class Definition of the ['ClusterMixedData'] class
ClusterPoisson Definition of the ['ClusterPoisson'] class
clusterPoisson Create an instance of the ['ClusterPoisson'] class
ClusterPoisson-class Definition of the ['ClusterPoisson'] class
ClusterPoisson-method Plotting of a class ['ClusterPoisson']
ClusterPoissonComponent Definition of the ['IClusterComponent'] class
ClusterPoissonComponent-class Definition of the ['IClusterComponent'] class
clusterPoissonNames Create a vector of Poisson mixture model names.
clusterSemiSEMStrategy Create an instance of ['ClusterStrategy'] class
ClusterStrategy Constructor of ['ClusterStrategy'] class
clusterStrategy Create an instance of ['ClusterStrategy'] class
ClusterStrategy-class Constructor of ['ClusterStrategy'] class
clusterValidCategoricalNames Create a vector of Categorical mixture model names.
clusterValidDiagGaussianNames Create a vector of diagonal Gaussian mixture model names.
clusterValidGammaNames Create a vector of gamma mixture model names.
clusterValidKernelNames Create a vector of Kernel mixture model names.
clusterValidPoissonNames Create a vector of Poisson mixture model names.

-- D --

DebTrivedi Counting Data: DebTrivedi

-- E --

Extract Extract parts of a MixAll S4 class

-- G --

geyser Quantitative data: Old Faithful Geyser

-- H --

HeartDisease Mixed data : Cleveland Heart Disease Data
HeartDisease.cat Mixed data : Cleveland Heart Disease Data
HeartDisease.cont Mixed data : Cleveland Heart Disease Data
HeartDisease.target Mixed data : Cleveland Heart Disease Data

-- I --

IClusterComponent Definition of the ['IClusterComponent'] class
IClusterComponent-class Definition of the ['IClusterComponent'] class
IClusterModelBase Interface base Class ['IClusterModelBase'] for Cluster models.
IClusterModelBase-class Interface base Class ['IClusterModelBase'] for Cluster models.

-- M --

missingValues Return the missing values of a component or a cluster class.
missingValues-method Return the missing values of a component or a cluster class.
MixAll MixAll allows to estimate parametric mixture models with mixed data sets and missing data.

-- P --

plot-ClusterCategorical Plotting of a class ['ClusterCategorical']
plot-ClusterDiagGaussian Plotting of a class ['ClusterDiagGaussian']
plot-ClusterGamma, Plotting of a class ['ClusterGamma']
plot-ClusterKernel Plotting of a class ['ClusterKernel']
plot-ClusterMixedData Plotting of a class ['ClusterMixedData']
plot-ClusterPoisson, Plotting of a class ['ClusterPoisson']
plot-method Plotting of a class ['ClusterCategorical']
plot-method Plotting of a class ['ClusterDiagGaussian']
plot-method Plotting of a class ['ClusterGamma']
plot-method Plotting of a class ['ClusterKernel']
plot-method Plotting of a class ['ClusterMixedData']
plot-method Plotting of a class ['ClusterPoisson']
print Print a MixAll S4 class to standard output.
print-algo-method Print a MixAll S4 class to standard output.
print-init-method Print a MixAll S4 class to standard output.
print-method Print a MixAll S4 class to standard output.
print-strategy-method Print a MixAll S4 class to standard output.

-- S --

show Show description of a MixAll S4 class to standard output.
show-algo-method Show description of a MixAll S4 class to standard output.
show-ClusterCategorical-method Show description of a MixAll S4 class to standard output.
show-ClusterCategoricalComponent-method Show description of a MixAll S4 class to standard output.
show-ClusterDiagGaussian-method Show description of a MixAll S4 class to standard output.
show-ClusterDiagGaussianComponent-method Show description of a MixAll S4 class to standard output.
show-ClusterGamma-method Show description of a MixAll S4 class to standard output.
show-ClusterGammaComponent-method Show description of a MixAll S4 class to standard output.
show-ClusterKernel-method Show description of a MixAll S4 class to standard output.
show-ClusterKernelComponent-method Show description of a MixAll S4 class to standard output.
show-ClusterMixedData-method Show description of a MixAll S4 class to standard output.
show-ClusterPoisson-method Show description of a MixAll S4 class to standard output.
show-ClusterPoissonComponent-method Show description of a MixAll S4 class to standard output.
show-IClusterComponent-method Show description of a MixAll S4 class to standard output.
show-init-method Show description of a MixAll S4 class to standard output.
show-method Show description of a MixAll S4 class to standard output.
show-strategy-method Show description of a MixAll S4 class to standard output.
summary Produce summary of a MixAll S4 class.
summary-method Produce summary of a MixAll S4 class.

-- T --

titanic Qualitative data: Survival of passengers on the Titanic

-- misc --

[ Extract parts of a MixAll S4 class
[-method Extract parts of a MixAll S4 class
[<--method Extract parts of a MixAll S4 class