Bounding ATE with ITT

Ito Seiro

No 106, IDE Discussion Papers from Institute of Developing Economies, Japan External Trade Organization(JETRO)

Abstract: 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 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.

Keywords: 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 (search for similar items in EconPapers)
JEL-codes: C13 C93 D82 I11 O15 (search for similar items in EconPapers)
Date: 2007-05-01
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Published in IDE Discussion Paper = IDE Discussion Paper, No. 106. 2007-05-01

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