mvoutlier: Multivariate outlier detection based on robust methods

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various methods for multivariate outlier detection.

Author
Peter Filzmoser <P.Filzmoser@tuwien.ac.at> and Moritz Gschwandtner <e0125439@student.tuwien.ac.at>
Date of publication
2015-01-30 12:59:58
Maintainer
Peter Filzmoser <P.Filzmoser@tuwien.ac.at>
License
GPL (>= 3)
Version
2.0.6
URLs

View on CRAN

Man pages

aq.plot
Adjusted Quantile Plot
arw
Adaptive reweighted estimator for multivariate location and...
bhorizon
B-horizon of the Kola Data
bss.background
Background map for the BSS project
bssbot
Bottom Layer of the BSS Data
bsstop
Top Layer of the BSS Data
chisq.plot
Chi-Square Plot
chorizon
C-horizon of the Kola Data
color.plot
Color Plot
cor.plot
Correlation Plot: robust versus classical bivariate...
dat
Data of illustrative example in paper (see below)
dd.plot
Distance-Distance Plot
humus
Humus Layer (O-horizon) of the Kola Data
kola.background
Background map for the Kola project
locoutNeighbor
Diagnostic plot for identifying local outliers with varying...
locoutPercent
Diagnostic plot for identifying local outliers with fixed...
locoutSort
Interactive diagnostic plot for identifying local outliers
map.plot
Plot Multivariate Outliers in a Map
moss
Moss Layer of the Kola Data
mvoutlier.CoDa
Interpreting multivatiate outliers of CoDa
pbb
BSS background Plot
pcout
PCOut Method for Outlier Identification in High Dimensions
pkb
Kola background Plot
plot.mvoutlierCoDa
Plots for interpreting multivatiate outliers of CoDa
sign1
Sign Method for Outlier Identification in High Dimensions -...
sign2
Sign Method for Outlier Identification in High Dimensions -...
symbol.plot
Symbol Plot
uni.plot
Univariate Presentation of Multivariate Outliers
X
Data (X coordinate) of illustrative example in paper (see...
Y
Data (Y coordinate) of illustrative example in paper (see...

Files in this package

mvoutlier
mvoutlier/NAMESPACE
mvoutlier/data
mvoutlier/data/bhorizon.rda
mvoutlier/data/bss.background.rda
mvoutlier/data/bsstop.rda
mvoutlier/data/humus.rda
mvoutlier/data/X.rda
mvoutlier/data/chorizon.rda
mvoutlier/data/kola.background.rda
mvoutlier/data/dat.rda
mvoutlier/data/moss.rda
mvoutlier/data/Y.rda
mvoutlier/data/bssbot.rda
mvoutlier/R
mvoutlier/R/locoutSort.R
mvoutlier/R/arw.R
mvoutlier/R/pcout.R
mvoutlier/R/dd.plot.R
mvoutlier/R/color.plot.R
mvoutlier/R/chisq.plot.R
mvoutlier/R/map.plot.R
mvoutlier/R/locoutNeighbor.R
mvoutlier/R/plot.mvoutlierCoDa.R
mvoutlier/R/aq.plot.R
mvoutlier/R/pbb.R
mvoutlier/R/mvoutlier.CoDa.R
mvoutlier/R/locoutPercent.R
mvoutlier/R/symbol.plot.R
mvoutlier/R/sign2.R
mvoutlier/R/pkb.R
mvoutlier/R/sign1.R
mvoutlier/R/corr.plot.R
mvoutlier/R/uni.plot.R
mvoutlier/MD5
mvoutlier/DESCRIPTION
mvoutlier/man
mvoutlier/man/color.plot.Rd
mvoutlier/man/locoutPercent.Rd
mvoutlier/man/sign1.Rd
mvoutlier/man/bss.background.Rd
mvoutlier/man/symbol.plot.Rd
mvoutlier/man/moss.Rd
mvoutlier/man/chisq.plot.Rd
mvoutlier/man/uni.plot.Rd
mvoutlier/man/plot.mvoutlierCoDa.Rd
mvoutlier/man/mvoutlier.CoDa.Rd
mvoutlier/man/sign2.Rd
mvoutlier/man/humus.Rd
mvoutlier/man/dd.plot.Rd
mvoutlier/man/map.plot.Rd
mvoutlier/man/locoutSort.Rd
mvoutlier/man/kola.background.Rd
mvoutlier/man/chorizon.Rd
mvoutlier/man/aq.plot.Rd
mvoutlier/man/dat.Rd
mvoutlier/man/bsstop.Rd
mvoutlier/man/pcout.Rd
mvoutlier/man/locoutNeighbor.Rd
mvoutlier/man/X.Rd
mvoutlier/man/cor.plot.Rd
mvoutlier/man/pkb.Rd
mvoutlier/man/bssbot.Rd
mvoutlier/man/bhorizon.Rd
mvoutlier/man/Y.Rd
mvoutlier/man/pbb.Rd
mvoutlier/man/arw.Rd