Integrated methodology for the identification of homogeneous profiles in data distribution


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Documentation for package ‘SDisc’ version 1.19

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agreementScores Agreement scores between two classifiers
bestModel Most likely mixture models of an SDisc analysis
bicTable BIC table of an SDisc analysis
compareModel Assess the repeatability and/or the reproducibility of an SDisc analysis
jointDistrib summary.SDCModel
modelBasedEM Model based clustering function starting with an E-step
naPattern Pattern of missing value of a data set
oddRatios Membership likelihood of each record into the different mixture components, along with the component mapping
oddRatiosB summary.SDCModel
plot.SDData Graphical report of an SDData data set container
plot.SDisc Graphical report of an SDisc analysis
plot.SDStability Graphical report of an SDStability analysis
plotDendroCluster Graphical report of an SDisc analysis
plotDendroVar Graphical report of an SDisc analysis
plotImage Graphical report of an SDisc analysis
plotLegend Graphical report of an SDisc analysis
plotParcoord Graphical report of an SDisc analysis
plotSeries Graphical report of an SDisc analysis
predict.SDData Transform a new data set based on the transformations from another SDData
predict.SDisc Estimates a set of subtypes (mixture models) on new data
print.bicTable BIC table of an SDisc analysis
print.SDCModel Membership likelihood of each record into the different mixture components, along with the component mapping
print.SDData Matrix used to perform the cluster analysis
print.SDisc Assess the repeatability and/or the reproducibility of an SDisc analysis
SDData Data set container of SDisc analyzes
SDDataSettings Data settings of the SDisc analysis
SDisc Perform an SDisc analysis
SDStability SDStability
summary.bicTable Aggregate the set of BIC scores for each combination of number of cluster, mixture model
summary.SDCModel summary.SDCModel
summary.SDData summary.SDData
summary.SDisc Summarize an SDisc analysis: data report, BIC table, best models, main features of the subtypes
texTable texTable
write.SDisc write.SDisc