具有随机重置的几何布朗运动中的收入不平等和流动性:非遍历性的理论结果和经验证据

Viktor Stojkoski, Petar Jolakoski, Arnab K. Pal, Trifce Sandev, L. Kocarev, R. Metzler
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引用次数: 25

摘要

我们探讨了非遍历性在收入不平等、收入分配集中程度和收入流动性(个人改变其收入排名的可行性)之间的关系中所起的作用。为此,我们使用已建立的收入增长模型的属性,其中包括“重置”作为稳定力量,以确保平稳动态。我们发现不平等的动态是依赖于制度的:它可以从严格的非遍历状态(这种现象有增加趋势)到稳定的制度(不平等是稳定的,系统有效地模仿遍历)。相反,流动性指标随着时间的推移总是稳定的,但它表明,在非遍历制度下,经济的流动性会降低。通过将模型拟合到美国最高收入者收入份额的经验数据中,我们提供了证据,证明美国的收入动态始终处于一种以不平等和不流动性为特征的非遍历性制度中。我们的结果可以作为观察到的现实世界收入动态的简单原理,并有助于解决全球各种经验设置中的非遍历性问题。本文是“社会和经济的动态交换模型”主题的一部分。
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Income inequality and mobility in geometric Brownian motion with stochastic resetting: theoretical results and empirical evidence of non-ergodicity
We explore the role of non-ergodicity in the relationship between income inequality, the extent of concentration in the income distribution, and income mobility, the feasibility of an individual to change their position in the income rankings. For this purpose, we use the properties of an established model for income growth that includes ‘resetting’ as a stabilizing force to ensure stationary dynamics. We find that the dynamics of inequality is regime-dependent: it may range from a strictly non-ergodic state where this phenomenon has an increasing trend, up to a stable regime where inequality is steady and the system efficiently mimics ergodicity. Mobility measures, conversely, are always stable over time, but suggest that economies become less mobile in non-ergodic regimes. By fitting the model to empirical data for the income share of the top earners in the USA, we provide evidence that the income dynamics in this country is consistently in a regime in which non-ergodicity characterizes inequality and immobility. Our results can serve as a simple rationale for the observed real-world income dynamics and as such aid in addressing non-ergodicity in various empirical settings across the globe. This article is part of the theme issue ‘Kinetic exchange models of societies and economies’.
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