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Bounding ATE with ITT

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  • Ito, Seiro
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    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 ITTNACE, (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.

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    File URL: http://ir.ide.go.jp/dspace/bitstream/2344/571/3/ARRIDE_Discussion_No.106_ito.pdf
    File Function: First version, 2007
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    Bibliographic Info

    Paper provided by Institute of Developing Economies, Japan External Trade Organization(JETRO) in its series IDE Discussion Papers with number 106.

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    Date of creation: May 2007
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    Publication status: Published in IDE Discussion Paper. No. 106. 2007.5
    Handle: RePEc:jet:dpaper:dpaper106

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    Related research

    Keywords: Intention-to-treat (ITT) estimator; Compliers' average treatment effect (CACE) estimator; ATE estimator; Bounds; Economics; Econometrics; India;

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