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Kinetic modeling of alcohol consumption

Academic Article
Publication Date:
2019
abstract:
In most countries, alcohol consumption distributions have been shown to possess universal features. Their unimodal right-skewed shape is usually modeled in terms of the Lognormal distribution, which is easy to fit, test, and modify. However, empirical distributions often deviate considerably from the Lognormal model, and both Gamma and Weibull distributions appear to better describe the survey data. In this paper we explain the appearance of these distributions by means of classical methods of kinetic theory of multi-agent systems. The microscopic variation of alcohol consumption of agents around a universal social accepted value of consumption, is built up introducing as main criterion for consumption a suitable value function in the spirit of the prospect theory of Kahneman and Twersky. The mathematical properties of the value function then determine the unique macroscopic equilibrium which results to be a generalized Gamma distribution. The modeling of the microscopic kinetic interaction allows to clarify the meaning of the various parameters characterizing the generalized Gamma equilibrium.
Iris type:
01.01 Articolo in rivista
Keywords:
Alcohol consumption; Empirical distribution; Generalized Gamma distribution; Log-Normal distribution; Weibull distribution; Kinetic models; Fokker-Planck equations
List of contributors:
Toscani, Giuseppe
Handle:
https://iris.cnr.it/handle/20.500.14243/385774
Published in:
JOURNAL OF STATISTICAL PHYSICS
Journal
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URL

https://link.springer.com/article/10.1007%2Fs10955-019-02406-0
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