关于差异中的差异的回顾

Myoung‐jae Lee, Y. Sawada
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引用次数: 12

摘要

差异中的差异(DD)是经济学和其他社会科学学科中最流行的方法之一。本文从个人的角度对DD的基础和最新进展进行了综述。针对各种DD情况,如恒定/时变效应或恒定/时变治疗时机,提供了使用面板数据和重复横截面识别和估计DD的详细信息。在DD的这些基础知识之后,研究了诸如“反向DD”、模糊DD、综合控制以及三重和广义差异等主题。在经济学的各个领域提供了许多经验的例子来说明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Review on difference in differences
Difference in differences (DD) is one of the most popular approaches in economics and other disciplines of social sciences. This paper provides a review on the basics and recent advances in DD from a personal perspective. Details on DD identification and estimation using panel data and repeated cross-sections are provided for various DD cases such as constant/time-varying effect or constant/time-varying treatment timing. Following these basics on DD, topics such as ‘DD in reverse’, fuzzy DD, synthetic control, and triple and generalized differences are examined. Many empirical examples in various areas of economics are provided for illustration.
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