plotTree.glcTree
(Package: RPMM) :
Plot a Gaussian RPMM Tree Dendrogram
Alternate plot function for objects of type glcTree: plots a dendrogram
● Data Source:
CranContrib
● Keywords: cluster, tree
● Alias: plotTree.glcTree
●
0 images
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glcSplit
(Package: RPMM) :
Gaussian Latent Class Splitter
Splits a data set into two via a Gaussian mixture models
● Data Source:
CranContrib
● Keywords: cluster, tree
● Alias: glcSplit
●
0 images
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plotTree.blcTree
(Package: RPMM) :
Plot a Beta RPMM Tree Dendrogram
Alternate plot function for objects of type blcTree: plots a dendrogram
● Data Source:
CranContrib
● Keywords: cluster, tree
● Alias: plotTree.blcTree
●
0 images
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betaEstMultiple
(Package: RPMM) :
Beta Maximum Likelihood on a Matrix
Maximum likelihood estimator for beta model on matrix of values (columns having different, independent beta distributions)
● Data Source:
CranContrib
● Keywords: cluster
● Alias: betaEstMultiple
●
0 images
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print.glcTree
(Package: RPMM) :
Print a Gaussian RPMM object
Print method for objects of type blcTree
● Data Source:
CranContrib
● Keywords: cluster, tree
● Alias: print.glcTree
●
0 images
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blcSplit
(Package: RPMM) :
Beta Latent Class Splitter
Splits a data set into two via a beta mixture model
● Data Source:
CranContrib
● Keywords: cluster, tree
● Alias: blcSplit
●
0 images
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glcTreeLeafClasses
(Package: RPMM) :
Posterior Class Assignments for Gaussian RPMM
Gets a vector of posterior class membership assignments for terminal nodes.
● Data Source:
CranContrib
● Keywords: cluster, tree
● Alias: glcTreeLeafClasses
●
0 images
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glcInitializeSplitHClust
(Package: RPMM) :
Initialize Gaussian Latent Class via Hierarchical Clustering
Creates a function for initializing latent class model using hierarchical clustering.
● Data Source:
CranContrib
● Keywords: cluster, tree
● Alias: glcInitializeSplitHClust
●
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glcTree
(Package: RPMM) :
Gaussian RPMM Tree
Performs Gaussian latent class modeling using recursively-partitioned mixture model
● Data Source:
CranContrib
● Keywords: cluster, tree
● Alias: glcTree
●
0 images
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Split criterion function: compare ICL-BICs to determine split (i.e. include entropy term in comparison).
● Data Source:
CranContrib
● Keywords: cluster, tree
● Alias: blcSplitCriterionBICICL
●
0 images
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