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OutlierIdentifiers

Guides

  • Outlier identification

Symbols

  • BottomOutliers
  • ColorPlotOutliers
  • HampelIdentifier
  • HampelIdentifierParameters
  • ListPlotOutliers
  • OutlierIdentifier
  • OutlierIdentifyLess
  • OutlierIdentify
  • OutlierPosition
  • QuartileIdentifier
  • QuartileIdentifierParameters
  • SPLUSQuartileIdentifier
  • SPLUSQuartileIdentifierParameters
  • TopOutliers
AntonAntonov`OutlierIdentifiers`
OutlierIdentify
​
OutlierIdentify[data : {_?NumberQ...} |
Association
[ (_ -> _?NumberQ)
​
..] ,pars] applies outlier identifier parameters
pars
to a list of numbers dataArg.
​
Examples  
(1)
Basic Examples  
(1)
Here is a list of random numbers:
In[1]:=
SeedRandom[788];​​pnts=RandomVariate[NormalDistribution[20,16],30];
Here we find the outliers:
In[2]:=
OutlierIdentify
pnts,
HampelIdentifierParameters

Out[2]=
{1.8144,3.32537,40.9678,45.4715,47.1173,3.89022,-4.64608,56.0693}
Here we find the top outliers only:
In[3]:=
OutlierIdentify
pnts,
TopOutliers
@*
HampelIdentifierParameters

Out[3]=
{40.9678,45.4715,47.1173,56.0693}
Here we find the bottom outliers only:
In[4]:=
OutlierIdentify
pnts,
BottomOutliers
@*
HampelIdentifierParameters

Out[4]=
{1.8144,3.32537,3.89022,-4.64608}
SeeAlso
OutlierPosition
 
▪
TopOutliers
 
▪
BottomOutliers
RelatedGuides
▪
Outlier identification
""

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