MixAll-package | MixAll allows to estimate parametric mixture models with mixed data sets and missing data. |
birds | Qualitative data : morphological description of birds |
bullsEye | Quantitative Data: bullsEye |
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 |
clusterSEMStrategy | 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. |
DebTrivedi | Counting Data: DebTrivedi |
Extract | Extract parts of a MixAll S4 class |
geyser | Quantitative data: Old Faithful Geyser |
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 |
IClusterComponent | Definition of the ['IClusterComponent'] class |
IClusterComponent-class | Definition of the ['IClusterComponent'] class |
IClusterModel | Interface base Class ['IClusterModel'] for Cluster models. |
IClusterModel-class | Interface base Class ['IClusterModel'] for Cluster models. |
LearnAlgo | ['LearnAlgo'] class for Cluster algorithms. |
learnAlgo | Create an instance of the ['LearnAlgo'] class |
LearnAlgo-class | ['LearnAlgo'] class for Cluster algorithms. |
learnCategorical | Create an instance of a learn mixture model |
learnDiagGaussian | Create an instance of a learn mixture model |
learnGamma | Create an instance of a learn mixture model |
learnKernel | Create an instance of a learn mixture model |
learnMixedData | This function learn the optimal mixture model when the class labels are known according to the 'criterion' among the list of model given in 'models'. |
learnPoisson | Create an instance of a learn mixture model |
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. |
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 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. |
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-ClusterCategoricalComponent-method | Produce summary of a MixAll S4 class. |
summary-method | Produce summary of a MixAll S4 class. |
titanic | Qualitative data: Survival of passengers on the Titanic |
[ | Extract parts of a MixAll S4 class |
[-method | Extract parts of a MixAll S4 class |
[<--method | Extract parts of a MixAll S4 class |