Economics > General Economics
[Submitted on 5 Apr 2023
(v1)
, last revised 26 Jul 2024 (this version, v2)]
Title: Synthetic Controls with Multiple Outcomes
Title: 带有多个结果的合成控制
Abstract: We generalize the synthetic control (SC) method to a multiple-outcome framework, where the conventional pre-treatment time dimension is supplemented with the extra dimension of related outcomes in computing the SC weights. This generalization improves the reliability of treatment effect estimation, and can be particularly useful for evaluating the effect of a treatment on multiple outcomes or when only a small number of pre-treatment periods are available. To illustrate our method, we provide a new perspective on the classic SC application to the 1990 German reunification.
Submission history
From: Seojeong Lee [view email][v1] Wed, 5 Apr 2023 07:37:35 UTC (1,530 KB)
[v2] Fri, 26 Jul 2024 05:01:41 UTC (48 KB)
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