An Extension of the Gap Statistic for Ordinal/Categorical Data

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Documentation for package ‘DiscreteGapStatistic’ version 1.1.2

• DESCRIPTION file.

Help Pages

BhattacharyyaDist	Bhattacharyya distance
ChisqDist	Chi-square distance
clusGapDiscr	Discrete application of clusGap
clusGapDiscr0	Discrete application of clusGap - core function.
clusterFunSel	Clustering generating function
concussion	Concussion Data
cramersVmod	Cramer's V modified pairwise vector function based on the function found in lsr package
CramerV	Cramer's V distance
dissbhattacharyya	Bhattacharyya's distance (wrapper)
disschisquare	Chi-square distance (wrapper)
disscramerv	Cramer's V distance (wrapper)
disshamming	Hamming distance wrapper function
disshellinger	Hellinger distance (wrapper)
distanceHeat	Sample-to-sample heatmap
distancematrix	Calculate categorical distance matrix for discrete data
findK	Criteria to determine number of clusters k
HellingerDist	Hellinger distance
kmodesD	Adapted k-modes algorithm
likert.heat.plot2	Summary Heatmap for categorical data
mass	mass data
ResHeatmap	Discrete Data Heatmap
SimData	Simulate Data