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ReliabilityTools

Guides

  • Reliability Tools

Tech Notes

  • Outlier detection for financial time series

Symbols

  • AnomalyDetectionInterface
  • AnomalyFinder
  • CrowAMSAAForecast
  • GNNMonAnomalyDetection
  • GNNMonAnomalyDetector
  • GrowthTrackingPlot
  • IngestSeeqData
  • IngestXMLData
  • SimpleAnomalyDetection
AntonAntonov`ReliabilityTools`
GrowthTrackingPlot
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GrowthTrackingPlot[vec]
Growth tracking plot for a given list of counts.
​
Details and Options

Examples  
(1)
Basic Examples  
(1)
Here is faults data:
In[1]:=
data={0.7,2.4,8.2,11.3,12.1,17.6,18.9,20.4,21.9,23.2,25.7,42.8,48.0,56.3,65.1};​​ListPlot[data,PlotRangeAll,PlotTheme"Detailed"]
Out[1]=
Here the Crow AMSAA method is applied:
In[2]:=
CrowAMSAAForecast
[data]
Out[2]=
Beta2.32683,Lambda0.687065,ChiSquared12.0623
In[3]:=
CrowAMSAAForecastChiQ[data]
In[4]:=
CrowAMSAAForecastChiQ["Beta"2.3268346941221347`,"Lambda"0.6870650038691769`,"ChiSquared"12.062280253657821`]
In[5]:=
CrowAMSAAForecastChiQ@
CrowAMSAAForecast
@data
In[6]:=
CrowAMSAAForecastChiQ[data_List]:=Block[{}]​​CrowAMSAAForecastChiQ[data_?AssociationQ]:=Block[{}]
Here is growth tracking plot:
In[7]:=
GrowthTrackingPlot
[data,ImageSizeLarge]
Out[7]=
Expected
Observed
SeeAlso
CrowAMSAAForecast
""

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