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来源类型 | Working Paper |
规范类型 | 报告 |
DOI | 10.3386/w16045 |
来源ID | Working 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 |
URL | https://www.nber.org/papers/w16045 |
来源智库 | National Bureau of Economic Research (United States) |
引用统计 | |
资源类型 | 智库出版物 |
条目标识符 | http://119.78.100.153/handle/2XGU8XDN/573720 |
推荐引用方式 GB/T 7714 | Nicole Fortin,Thomas Lemieux,Sergio Firpo. Decomposition Methods in Economics. 2010. |
条目包含的文件 | ||||||
文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
w16045.pdf(778KB) | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 |
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