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ICGE (version 0.4.3)

Estimation of Number of Clusters and Identification of Atypical Units

Description

It is a package that helps to estimate the number of real clusters in data as well as to identify atypical units. The underlying methods are based on distances rather than on unit x variables.

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Version

Install

install.packages('ICGE')

Monthly Downloads

421

Version

0.4.3

License

GPL (>= 2)

Maintainer

Itziar Irigoien

Last Published

July 24th, 2025

Functions in ICGE (0.4.3)

dgower

Gower Distance for Mixed Variables
vgeo

Geometric Variability
dproc2

Modified Procrustes distance
dmahal

Mahalanobis Distance
lympha

Limphatic Database
deltas

Distance Between Groups
SyntheticTimeCourse

Synthetic Time Course data
chowdary

Chowdary Database
dcor

Correlation Distance
dermatology

Dermatology Database
INCAtest

INCA Test
INCAnumclu

Estimation of Number of Clusters in Data
dbhatta

Bhattacharyya Distance
INCAindex

INCA index
proxi

Proximity Function
estW

INCA Statistic