Bertotti, Maria Letizia, Chattopadhyay, Amit and Modanese, Giovanni (2021). Stochastic models with multiplicative noise for economic inequality and mobility. International Journal of Nonlinear Sciences and Numerical Simulation, 22 (3-4), pp. 287-301.
Abstract
In this article, we discuss a dynamical stochastic model that represents the time evolution of income distribution of a population, where the dynamics develops from an interplay of multiple economic exchanges in the presence of multiplicative noise. The model remit stretches beyond the conventional framework of a Langevin-type kinetic equation in that our model dynamics is self-consistently constrained by dynamical conservation laws emerging from population and wealth conservation. This model is numerically solved and analysed to evaluate the inequality of income in correlation to other relevant dynamical parameters like the mobility M and the total income μ. Inequality is quantified by the Gini index G. In particular, correlations between any two of the mobility index M and/or the total income μ with the Gini index G are investigated and compared with the analogous quantities resulting from an additive noise model.
Publication DOI: | https://doi.org/10.1515/ijnsns-2017-0228 |
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Divisions: | College of Engineering & Physical Sciences College of Engineering & Physical Sciences > Systems analytics research institute (SARI) |
Additional Information: | Maria Letizia Bertotti , Amit K Chattopadhyay and Giovanni Modanese Stochastic models with multiplicative noise for economic inequality and mobility De Gruyter | Published online: April 12, 2021 DOI: https://doi.org/10.1515/ijnsns-2017-0228 |
Uncontrolled Keywords: | Economic inequality,Multiplicative noise,Social mobility,Stochastic model,Statistical and Nonlinear Physics,Computational Mechanics,Modelling and Simulation,Engineering (miscellaneous),Mechanics of Materials,General Physics and Astronomy,Applied Mathematics |
Publication ISSN: | 2191-0294 |
Last Modified: | 01 Nov 2024 08:32 |
Date Deposited: | 13 Apr 2021 10:10 |
Full Text Link: | |
Related URLs: |
https://www.deg ... -2017-0228/html
(Publisher URL) http://www.scop ... tnerID=8YFLogxK (Scopus URL) |
PURE Output Type: | Article |
Published Date: | 2021-06-01 |
Published Online Date: | 2021-04-12 |
Accepted Date: | 2021-03-16 |
Authors: |
Bertotti, Maria Letizia
Chattopadhyay, Amit ( 0000-0001-5499-6008) Modanese, Giovanni |