Computing decomposable multigroup indices of segregation

IF 3.2 2区 数学 Q1 SOCIAL SCIENCES, MATHEMATICAL METHODS
Daniel Guinea-Martin, Ricardo Mora
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引用次数: 1

Abstract

Eight multigroup segregation indices are decomposable into a between and a within term. They are two versions of 1) the mutual information index, 2) the symmetric Atkinson index, 3) the relative diversity index, and 4) Theil’s H index. In this article, we present the command dseg, which obtains all of them. It contributes to the stock of segregation commands in Stata by 1) implementing the decomposition in a single call, 2) providing the weights and local indices used in the computation of the within term, 3) facilitating the deployment of the decomposability properties of the eight indices in complex scenarios that demand tailor-made solutions, and 4) leveraging sample data with bootstrapping and approximate randomization tests. We analyze 2017 census data of public schools in the United States to illustrate the use of dseg. The subject topic is school racial segregation.
可分解多群分离指数的计算
8个多群分离指标可分解为between项和within项。它们是1)互信息指数,2)对称阿特金森指数,3)相对多样性指数和4)Theil 's H指数的两个版本。在本文中,我们将介绍命令dseg,它可以获取所有这些文件。它有助于Stata中隔离命令的库存:1)在单个调用中实现分解;2)提供在计算内项时使用的权重和局部索引;3)促进在需要定制解决方案的复杂场景中部署8个索引的可分解性属性;4)利用自举和近似随机化测试的样本数据。我们分析了2017年美国公立学校的人口普查数据,以说明dseg的使用。主题是学校种族隔离。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Stata Journal
Stata Journal 数学-统计学与概率论
CiteScore
7.80
自引率
4.20%
发文量
44
审稿时长
>12 weeks
期刊介绍: The Stata Journal is a quarterly publication containing articles about statistics, data analysis, teaching methods, and effective use of Stata''s language. The Stata Journal publishes reviewed papers together with shorter notes and comments, regular columns, book reviews, and other material of interest to researchers applying statistics in a variety of disciplines.
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