Outlier detection, 12 outlier detection – BUCHI NIRCal User Manual

Page 133

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Chemometrics

NIRCal 5.5 Manual, Version A

133

Formula 2; Blow Up limit = 1

Formula 2; Blow Up limit = 2


Reducing the radii results more selective calibration but increases the danger to get separated cluster
for the same substances (Cluster / Property> 1).

3.12 Outlier Detection

Menu:

Calibration / Outlier Detection / Advanced

Icon:


Outliers are spectra, that differentiate strongly from spectra of the same class. They can be detected

visually, check the spectra in the menu Graphics, in the calibration curve or in e.g. score
plots;

statistically with the "Outlier Detection" module.


The principle of the calculation with the advanced "Outlier Detection" is explained for the residual
outliers.
The average (mean) and the standard deviation (stdev) of the C-Set residuals are calculated. Each
spectrum outside the confidence interval will be sorted as outliers, they are stored in the NIR-Explorer.

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