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Please use this identifier to cite or link to this item: http://hdl.handle.net/2344/571

タイトル: Bounding ATE with ITT
著者: Ito, Seiro
伊藤, 成朗
キーワード: Intention-to-treat (ITT) estimator
Compliers' average treatment effect (CACE) estimator
ATE estimator
Bounds
Economics
Econometrics
India
ITT推定量
治療意図推定量
CACE推定量
ATE推定量
平均治療効果推定量
上下限
経済学
計量経済学
インド
Issue Date: May-2007
出版者: Institute of Developing Economies, JETRO
引用: IDE Discussion Paper. No. 106. 2007.5
抄録: We propose the bounds on ATE using intention-to-treat (ITT) estimator when there are compliers/noncompliers in randomized trials. The bounds are given as ITT<ATE<CACE, where compliers’ average treatment effect (CACE) can be computed from ITT and complier ratio. We show that these bounds can be derived from two assumptions: (1) average treatment effect is greater with compliers than noncompliers or CACE>NACE, (2) noncompliers' average treatment effect (NACE) is nonnegative. We give an example of poverty impacts of health insurance, and effects of adverse selection and moral hazard of health insurance.
URI: http://hdl.handle.net/2344/571
Appears in Collections:04.IDE Discussion Paper
01.経済、産業(Economy and Industry)/特定地域なし(Non Region-specific Studies)

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