msOutlierMulti-MSdata-method: Detect Multivariate outliers

Description Usage Arguments See Also

Description

The function detects multivariate outliers among samples.

Usage

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## S4 method for signature 'MSdata'
msOutlierMulti(msdata, method = "pcdist", ...)

Arguments

msdata

MSdata-class object

method

Method of outlier detection, one of:
"mahdist" - based on the Mahalanodis distance (OutlierMahdist is used)
"pcdist" - algorithm proposed by Shieh and Hung (2009) (OutlierPCDist is used)
"pcout" - algorithm proposed by Filzmoser, Maronna and Werner (2008) (OutlierPCOut is used)
"sign1" - using spatial sings, computation is based on the Mahalanodis distance (OutlierSign1 is used)
"sign2" - using spatial sings, computation is based on principal components (OutlierSign2 is used)

...

- other arguments passed to the function of the respective method

See Also

msOutlierUni, msOutlierMulti


flajole/MSdata documentation built on May 16, 2019, 1:17 p.m.