U-statistics and their asymptotic results for some inequality and poverty measures

被引:22
|
作者
Xu, Kuan [1 ]
机构
[1] Dalhousie Univ, Dept Econ, Halifax, NS B3H 3J5, Canada
关键词
asymptotic theory; inequality; measures; poverty; U-statistics;
D O I
10.1080/07474930701512170
中图分类号
F [经济];
学科分类号
02 ;
摘要
U-statistics form a general class of statistics that have certain important features in common. This class arises as a generalization of the sample mean and the sample variance, and typically members of the class are asymptotically normal with good consistency properties. The class encompasses some widely used income inequality and poverty measures, in particular the variance, the Gini index, the poverty rate, the average poverty gap ratios, the Foster-Greer-Thorbecke index, and the Sen index and its modified form. This paper illustrates how these measures come together within the class of U-statistics, and thereby why U-statistics are useful in econometrics.
引用
收藏
页码:567 / 577
页数:11
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