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DiscreteGapStatistic  

An Extension of the Gap Statistic for Ordinal/Categorical Data
View on CRAN: Click here


Download and install DiscreteGapStatistic package within the R console
Install from CRAN:
install.packages("DiscreteGapStatistic")

Install from Github:
library("remotes")
install_github("cran/DiscreteGapStatistic")

Install by package version:
library("remotes")
install_version("DiscreteGapStatistic", "1.1.2")



Attach the package and use:
library("DiscreteGapStatistic")
Maintained by
Eduardo Cortes
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-10-25
Latest Update: 2025-03-06
Description:
The gap statistic approach is extended to estimate the number of clusters for categorical response format data. This approach and accompanying software is designed to be used with the output of any clustering algorithm and with distances specifically designed for categorical (i.e. multiple choice) or ordinal survey response data.
How to cite:
Eduardo Cortes (2024). DiscreteGapStatistic: An Extension of the Gap Statistic for Ordinal/Categorical Data. R package version 1.1.2, https://cran.r-project.org/web/packages/DiscreteGapStatistic. Accessed 24 Oct. 2026.
Previous versions and publish date:
0.1.0 (2024-10-25 10:00), 1.0.0 (2024-12-09 06:50), 1.1.2 (2025-03-06 04:30), (2026-07-09 08:02)
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Complete documentation for DiscreteGapStatistic
Functions, R codes and Examples using the DiscreteGapStatistic R package
Full DiscreteGapStatistic package functions and examples
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