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ICGE (version 0.4.2)

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

312

Version

0.4.2

License

GPL (>= 2)

Maintainer

Itziar Irigoien

Last Published

October 17th, 2022

Functions in ICGE (0.4.2)

chowdary

Chowdary Database
dbhatta

Bhattacharyya Distance
SyntheticTimeCourse

Synthetic Time Course data
dermatology

Dermatology Database
INCAnumclu

Estimation of Number of Clusters in Data
dgower

Gower Distance for Mixed Variables
INCAindex

INCA index
INCAtest

INCA Test
dcor

Correlation Distance
deltas

Distance Between Groups
lympha

Limphatic Database
estW

INCA Statistic
proxi

Proximity Function
dmahal

Mahalanobis Distance
vgeo

Geometric Variability
dproc2

Modified Procrustes distance