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A GMM interpretation of the paradox in the inverse probability weighting estimation of the average treatment effect on the treated
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5초록
By treating one nuisance parameter as two distinct parameters and using some moment conditions twice, we provide an explanation to a paradox in the inverse probability weighting estimation of the average treatment effect on the treated. (C) 2010 Elsevier B.V. All rights reserved.
키워드
Average treatment effect; Average treatment effect on the treated; Estimated propensity score; Generalized method of moments; Method of moments; Paradox; PROPENSITY SCORE; SEMIPARAMETRIC ESTIMATION; REDUNDANCY
- 제목
- A GMM interpretation of the paradox in the inverse probability weighting estimation of the average treatment effect on the treated
- 저자
- Han, Chirok; Kim, Beomsoo
- 발행일
- 2011-02
- 유형
- Article
- 권
- 110
- 호
- 2
- 페이지
- 163 ~ 165
- 언어
- ENG
- 출판사
- ELSEVIER SCIENCE SA
- 발행국가
- 스위스
- 분량
- 3 페이지
- ISSN
- E 1873-7374
P 0165-1765