收入分类频率数据中稳定分布的推断方法

Inferential Procedures in Stable Distributions for Class Frequency Data on Incomes

Econometrica · 1980
被引 14
人大 A+FT50ABS 4*

中文导读

针对以区间频率形式呈现的收入数据,探讨了稳定分布的推断方法,使用最小卡方和多项最大似然估计,并应用于荷兰和澳大利亚的收入数据。

Abstract

This paper discusses inferential procedures for the family of stable distributions, when the data are tabulated in the form of interval frequencies. The estimation criteria used are minimum chi-square and multinomial maximum likelihood. In evaluating the theoretical probabilities corresponding to the intervals, use is made of the inversion theorem for characteristic functions. Chi-square tail probabilities for independent samples are pooled by means of theKolmogorov statistic. As an illustration, the methods are applied to Dutch and Australian income data.

稳定分布区间频率数据最小卡方估计收入分布