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来源类型Working Paper
规范类型报告
DOI10.3386/w16045
来源IDWorking Paper 16045
Decomposition Methods in Economics
Nicole Fortin; Thomas Lemieux; Sergio Firpo
发表日期2010-06-03
出版年2010
语种英语
摘要This chapter provides a comprehensive overview of decomposition methods that have been developed since the seminal work of Oaxaca and Blinder in the early 1970s. These methods are used to decompose the difference in a distributional statistic between two groups, or its change over time, into various explanatory factors. While the original work of Oaxaca and Blinder considered the case of the mean, our main focus is on other distributional statistics besides the mean such as quantiles, the Gini coefficient or the variance. We discuss the assumptions required for identifying the different elements of the decomposition, as well as various estimation methods proposed in the literature. We also illustrate how these methods work in practice by discussing existing applications and working through a set of empirical examples throughout the paper.
主题Econometrics ; Estimation Methods ; Labor Economics ; Labor Compensation ; Labor Discrimination
URLhttps://www.nber.org/papers/w16045
来源智库National Bureau of Economic Research (United States)
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条目标识符http://119.78.100.153/handle/2XGU8XDN/573720
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GB/T 7714
Nicole Fortin,Thomas Lemieux,Sergio Firpo. Decomposition Methods in Economics. 2010.
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