In this paper, we consider the problems of identifying the most appropriate model for a given physical system and of assessing the model contribution to the measurement uncertainty. The above problems are studied in terms of Bayesian model selection and model averaging.

The ellipsoidal nested sampling and the expression of the model uncertainty in measurements

GERVINO, Gianpiero;
2016-01-01

Abstract

In this paper, we consider the problems of identifying the most appropriate model for a given physical system and of assessing the model contribution to the measurement uncertainty. The above problems are studied in terms of Bayesian model selection and model averaging.
2016
30
15
1
10
Bayesian statistics; data analysis; model selection; many-body physics
Gervino, G.; Mana, G.; Palmisano, C.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1592697
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