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Improving Privacy for Respondents in Randomized Controlled Trials: A Differential Privacy Approach

In: Data Privacy Protection and the Conduct of Applied Research: Methods, Approaches and their Consequences

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  • Soumya Mukherjee
  • Aratrika Mustafi
  • Aleksandra Slavkovic
  • Lars Vilhuber

Abstract

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Suggested Citation

  • Soumya Mukherjee & Aratrika Mustafi & Aleksandra Slavkovic & Lars Vilhuber, 2024. "Improving Privacy for Respondents in Randomized Controlled Trials: A Differential Privacy Approach," NBER Chapters, in: Data Privacy Protection and the Conduct of Applied Research: Methods, Approaches and their Consequences, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberch:15020
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    References listed on IDEAS

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    1. Christopher Blattman & Julian C. Jamison & Margaret Sheridan, 2017. "Reducing Crime and Violence: Experimental Evidence from Cognitive Behavioral Therapy in Liberia," American Economic Review, American Economic Association, vol. 107(4), pages 1165-1206, April.
    2. Rachael Meager, 2019. "Understanding the Average Impact of Microcredit Expansions: A Bayesian Hierarchical Analysis of Seven Randomized Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 57-91, January.
    3. Wasserman, Larry & Zhou, Shuheng, 2010. "A Statistical Framework for Differential Privacy," Journal of the American Statistical Association, American Statistical Association, vol. 105(489), pages 375-389.
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