基于最优传输的多维不平等测度

Multidimensional Inequality Measurement via Optimal Transport

Review of Economics and Statistics · 2024
被引 1
人大 AABS 4

中文导读

提出一种基于最优传输理论的多维洛伦兹曲线和基尼指数扩展方法,保留了单维指标的优良性质,适用于评估多维不平等。

Abstract

Abstract The Lorenz curve and Gini index are standard tools for the evaluation of inequality in one dimension. However, inequality is inherently multi-dimensional. Extending the Lorenz curve and Gini index to a multidimensional context has proved controversial. This paper proposes a new multivariate extension based on multivariate rearrangements of optimal transport theory, which shares many of the desirable properties of their univariate counterparts. In particular, the corresponding multivariate inequality ordering is equivalent to preference by any social planner with inequality averse multivariate rank dependent social evaluation functional.

多维洛伦兹曲线多维基尼系数最优传输多元重排