Bayesian Approach to the Full Statistical Model
Bayesian approach of measurement uncertainty evaluation

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Bayesian Approach to the Full Statistical Model


Bayesian approach of measurement uncertainty evaluation

Author : Séverine DEMEYER

Publication date: April 10, 2026 | Lire en français

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2. Bayesian Approach to the Full Statistical Model

The Bayesian approach to assessing measurement uncertainty is particularly well-suited when prior information about the measurand is available Y (for example: the sign of the measured quantity) or when the relationship between quantities is represented by a statistical model.

Instead of being modeled to inform an input variable X of the measurement model in the Bayesian GUM, the data d1,,dN are modeled in terms of their relationship to the measurand Y and the other input variables Z=(Z1,,Zp)...

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