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A SAS macro to estimate Average Treatment Effects with Matching Estimators

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  • Nicolas Moreau

    (CEMOI - Centre d'Économie et de Management de l'Océan Indien - UR - Université de La Réunion)

Abstract

This paper presents a SAS macro to estimate the Average Treatment Effect (ATE) and the Average Treatment Effect for the Treated (ATET) with nearest-neighbor matching.

Suggested Citation

  • Nicolas Moreau, 2018. "A SAS macro to estimate Average Treatment Effects with Matching Estimators," Working Papers hal-01691489, HAL.
    • Handle: RePEc:hal:wpaper:hal-01691489
    Note: View the original document on HAL open archive server: https://hal.science/hal-01691489
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    File URL: https://hal.science/hal-01691489/document
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    References listed on IDEAS

    as
    1. Abadie, Alberto & Imbens, Guido W., 2011. "Bias-Corrected Matching Estimators for Average Treatment Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 1-11.
    2. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc.
    3. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-620, September.
    4. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
    Full references (including those not matched with items on IDEAS)

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