Relations between the inequality indices Gini, Pietra, and Kolkata: Theory and data analysis.

IF 2.5 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS
Asim Ghosh, Bikas K Chakrabarti
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引用次数: 0

Abstract

We study relations between three inequality indices, namely the Gini (g), Pietra (p) and Kolkata (k) introduced in 1912, 1915, and 2014 respectively, and all are derived from the Lorenz function L(x) introduced in 1905. The Kolkata index [which corresponds to a fixed point of the complementary Lorenz function L_{c}(x)≡1-L(x)] gives the fraction k of wealth possessed by the richest 1-k fraction of people (k = 0.8 corresponds to Pareto's 80-20 law from 1896). We show rigorously that while the Pietra index value p should be greater than or equal to 2k-1, the Robin Hood index should strictly be equal to the excess wealth fraction 2k-1 possessed by the richest 1-k fraction of people. Our numerical data analysis for U.S. IRS income data (1983-2022), Bollywood (India) movie income data (1999-2024), and the citation inequalities across the publications by forty Nobel laureates (2020-2025) in economics, physics, chemistry, and medicine clearly show that p/(2k-1) is always greater than unity but the deviation is never more than 5%. Assuming some simple analytic form for the Lorenz function, we also derived the relations k=(1/2)+(3/8)g for small g values and p/g=3/4. However, by considering the Lorenz function appropriate for the generalized Pareto power law distribution, we obtain an extended range (1_{+}

不平等指数基尼、Pietra和加尔各答之间的关系:理论和数据分析。
我们研究了分别于1912年、1915年和2014年引入的Gini (g)、Pietra (p)和Kolkata (k)三个不等式指标之间的关系,它们都是由1905年引入的Lorenz函数L(x)导出的。加尔各答指数[对应互补洛伦兹函数L_{c}(x)≡1-L(x)的不动点]给出了最富有的1-k部分人所拥有的财富的分数k (k = 0.8对应1896年的帕累托80-20定律)。我们严格地证明,虽然Pietra指数值p应该大于或等于2k-1,但罗宾汉指数应该严格地等于最富有的1-k部分人拥有的超额财富分数2k-1。我们对美国国税局收入数据(1983-2022)、宝莱坞(印度)电影收入数据(1999-2024)以及40位诺贝尔奖获得者(2020-2025)在经济学、物理学、化学和医学领域的出版物的引用不平等进行了数值数据分析,清楚地表明p/(2k-1)总是大于1,但偏差从未超过5%。假设Lorenz函数的某种简单解析形式,我们还推导出了小g值时k=(1/2)+(3/8)g和p/g=3/4的关系。然而,通过考虑适用于广义Pareto幂律分布的Lorenz函数,我们得到了一个扩展范围(1_{+})。
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来源期刊
Physical Review E
Physical Review E PHYSICS, FLUIDS & PLASMASPHYSICS, MATHEMAT-PHYSICS, MATHEMATICAL
CiteScore
4.50
自引率
16.70%
发文量
2110
期刊介绍: Physical Review E (PRE), broad and interdisciplinary in scope, focuses on collective phenomena of many-body systems, with statistical physics and nonlinear dynamics as the central themes of the journal. Physical Review E publishes recent developments in biological and soft matter physics including granular materials, colloids, complex fluids, liquid crystals, and polymers. The journal covers fluid dynamics and plasma physics and includes sections on computational and interdisciplinary physics, for example, complex networks.
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