ICGE: Estimation of number of clusters and identification of atypical units

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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.

Author
Itziar Irigoien [aut, cre], Concepcion Arenas [aut]
Date of publication
2014-03-03 14:33:27
Maintainer
Itziar Irigoien <itziar.irigoien@ehu.es>
License
GPL (>= 2)
Version
0.3

View on CRAN

Man pages

chowdary
Chowdary Database
dbhatta
Bhattacharyya Distance
dcor
Correlation Distance
deltas
Distance Between Groups
dermatology
Dermatology Database
dgower
Gower Distance for Mixed Variables
dmahal
Mahalanobis Distance
dproc2
Modified Procrustes distance
estW
INCA Statistic
INCAindex
INCA index
INCAnumclu
Estimation of Number of Clusters in Data
INCAtest
INCA Test
lympha
Limphatic Database
proxi
Proximity Function
SyntheticTimeCourse
Synthetic Time Course data
vgeo
Geometric Variability

Files in this package

ICGE
ICGE/NAMESPACE
ICGE/data
ICGE/data/SyntheticTimeCourse.RData
ICGE/data/lympha.RData
ICGE/data/dermatology.RData
ICGE/data/chowdary.RData
ICGE/R
ICGE/R/selectioncluster.R
ICGE/R/INCAindex.R
ICGE/R/distrW.R
ICGE/R/dbhatta.R
ICGE/R/dmahal.R
ICGE/R/INCAnumclu.R
ICGE/R/deltas_simple.R
ICGE/R/plot.incanc.R
ICGE/R/estW_simple.R
ICGE/R/print.incaix.R
ICGE/R/proc2.R
ICGE/R/deltas.R
ICGE/R/proxi.R
ICGE/R/INCAncinner.R
ICGE/R/print.incaest.R
ICGE/R/dproc2.R
ICGE/R/summary.incaix.R
ICGE/R/dgower.R
ICGE/R/plot.incaix.R
ICGE/R/center.R
ICGE/R/vgeo.R
ICGE/R/maxW_k.R
ICGE/R/gowerWITHmissing.R
ICGE/R/INCAtest.R
ICGE/R/estW.R
ICGE/R/print.incanc.R
ICGE/R/maxW_k1.R
ICGE/R/summary.incat.R
ICGE/R/dcor.R
ICGE/R/gowerNOmissing.R
ICGE/R/proxi_simple.R
ICGE/R/print.incat.R
ICGE/MD5
ICGE/DESCRIPTION
ICGE/man
ICGE/man/dmahal.Rd
ICGE/man/dermatology.Rd
ICGE/man/dgower.Rd
ICGE/man/dbhatta.Rd
ICGE/man/lympha.Rd
ICGE/man/INCAnumclu.Rd
ICGE/man/SyntheticTimeCourse.Rd
ICGE/man/vgeo.Rd
ICGE/man/INCAtest.Rd
ICGE/man/chowdary.Rd
ICGE/man/dcor.Rd
ICGE/man/deltas.Rd
ICGE/man/INCAindex.Rd
ICGE/man/dproc2.Rd
ICGE/man/proxi.Rd
ICGE/man/estW.Rd