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초록
In finding X-heterogeneous effects of an endogenous treatment D on a response Y where X is covariates and an instrument 8 is available, we overcome the X-dimension problem, by conditioning on the "control propensity score"E(D|X, 8 = 0). We propose two estimators allowing for any form of Y. (c) 2022 Elsevier B.V. All rights reserved.
키워드
Endogenous treatment; Complier effect; Propensity score; Randomization; Instrumental variable estimator; ROBUST ESTIMATION; IDENTIFICATION
- 제목
- Endogenous treatment effect for any response conditional on control propensity score
- 저자
- Choi, Jin-young; Lee, Goeun; Lee, Myoung-jae
- 발행일
- 2023-05-01
- 유형
- Article
- 권
- 196