Noncompliance in randomized control trials without exclusion restrictions

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Tác giả: Masayuki Sawada

Ngôn ngữ: eng

Ký hiệu phân loại: 507.24 Education, research, related topics

Thông tin xuất bản: 2019

Mô tả vật lý:

Bộ sưu tập: Báo, Tạp chí

ID: 163445

Comment: The first version of this paper has been circulated on the author's website, https://masayukisawada.com, as the Job Market paper and the dissertation chapterThis study proposes a method to identify treatment effects without exclusion restrictions in randomized experiments with noncompliance. Exploiting a baseline survey commonly available in randomized experiments, I decompose the intention-to-treat effects conditional on the endogenous treatment status. I then identify these parameters to understand the effects of the assignment and treatment. The key assumption is that a baseline variable maintains rank orders similar to the control outcome. I also reveal that the change-in-changes strategy may work without repeated outcomes. Finally, I propose a new estimator that flexibly incorporates covariates and demonstrate its properties using two experimental studies.
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