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ICGE (version 0.4.1)

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

310

Version

0.4.1

License

GPL (>= 2)

Maintainer

Itziar Irigoien

Last Published

June 15th, 2021

Functions in ICGE (0.4.1)

deltas

Distance Between Groups

dgower

Gower Distance for Mixed Variables

SyntheticTimeCourse

Synthetic Time Course data

Bhattacharyya Distance

Modified Procrustes distance

vgeo

Geometric Variability

proxi

Proximity Function

INCAnumclu

Estimation of Number of Clusters in Data