General strategy for building a robust calibration
Robustness of multidimensional calibrations: application to spectral data

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General strategy for building a robust calibration


Robustness of multidimensional calibrations: application to spectral data

Author : Jean-Michel ROGER

Publication date: December 10, 2010, Review date: September 24, 2018 | Lire en français

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2. General strategy for building a robust calibration

When the robustness of a calibration is of particular interest, and a quantity G (assumed to be unique for simplicity's sake) is involved, the construction of the model must follow a hierarchical approach, as shown in figure 5 . This flowchart uses 3 levels of questioning.

  • First, we need to decide how much influence G has on the calibration. This first step is made tricky by the multivariate aspect of the measured signals. In the monovariate case, an influence of G on the signal necessarily implies an influence on

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