使用倾向分数的统计匹配:理论及其在利维研究所经济福利测量中的应用

Hyunsub Kum, Thomas Masterson
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引用次数: 16

摘要

本文总结了利维研究所经济福利测量(LIMEW)项目中使用的统计匹配的背景、类型、逻辑和工作程序,将用于生成构建LIMEW的综合数据集的各种数据集结合起来。我们以二零零一年消费者财务调查与现时人口调查数据集的年度人口统计调查的配对为例,说明配对的程序和结果。在结论中讨论了使用该技术所面临的挑战,例如权重的分布。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Statistical Matching Using Propensity Scores: Theory and Application to the Levy Institute Measure of Economic Well-Being
This paper summarizes the background, type, logic, and working procedure of the statistical matching used in the Levy Institute Measure of Economic Wellbeing (LIMEW) project to combine the various data sets used to produce the synthetic data set with which the LIMEW is constructed. We use the match between the 2001 Survey of Consumer Finances and Annual Demographic Survey of Current Population Survey data sets to demonstrate the procedure and results of the matching. Challenges facing the use of this technique, such as the distribution of weights, are discussed in the conclusion.
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