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ICGE (version 0.3)

Estimation of number of clusters and identification of atypical units

Description

ICGE 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

329

Version

0.3

License

GPL (>= 2)

Maintainer

Itziar Irigoien

Last Published

March 3rd, 2014

Functions in ICGE (0.3)

dermatology

Dermatology Database
estW

INCA Statistic
dproc2

Modified Procrustes distance
chowdary

Chowdary Database
dmahal

Mahalanobis Distance
dgower

Gower Distance for Mixed Variables
dcor

Correlation Distance
deltas

Distance Between Groups
lympha

Limphatic Database
dbhatta

Bhattacharyya Distance
INCAindex

INCA index
vgeo

Geometric Variability
proxi

Proximity Function
INCAtest

INCA Test
INCAnumclu

Estimation of Number of Clusters in Data
SyntheticTimeCourse

Synthetic Time Course data