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Replicating Experimental Impact Estimates Using a Regression Discontinuity Approach

Author

Listed:
  • Philip M. Gleason
  • Alexandra M. Resch
  • Jillian A. Berk

Abstract

This report attempts to replicate the estimated impacts from experimental studies of two different education interventions using a regression discontinuity design.

Suggested Citation

  • Philip M. Gleason & Alexandra M. Resch & Jillian A. Berk, "undated". "Replicating Experimental Impact Estimates Using a Regression Discontinuity Approach," Mathematica Policy Research Reports c7ecf8b35c8d402491d09b2d0, Mathematica Policy Research.
    • Handle: RePEc:mpr:mprres:c7ecf8b35c8d402491d09b2d0823e99f
    as

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    File URL: https://www.mathematica.org/-/media/publications/pdfs/education/replicating_experimental.pdf
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    References listed on IDEAS

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    1. repec:mpr:mprres:6372 is not listed on IDEAS
    2. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2008. "Nonparametric Tests for Treatment Effect Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 389-405, August.
    3. Paul T. Decker & Daniel P. Mayer & Steven Glazerman, "undated". "The Effects of Teach For America on Students: Findings from a National Evaluation (Working Paper)," Mathematica Policy Research Reports 0ff21c21c2694f8a921e5fcb8, Mathematica Policy Research.
    4. repec:mpr:mprres:5414 is not listed on IDEAS
    5. repec:mpr:mprres:6683 is not listed on IDEAS
    6. repec:mpr:mprres:7346 is not listed on IDEAS
    7. Jens Ludwig & Douglas L. Miller, 2007. "Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 159-208.
    8. Peter Z. Schochet, "undated". "Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evaluations," Mathematica Policy Research Reports 61fb6c057561451a8a6074508, Mathematica Policy Research.
    9. Cook, Thomas D., 2008. ""Waiting for Life to Arrive": A history of the regression-discontinuity design in Psychology, Statistics and Economics," Journal of Econometrics, Elsevier, vol. 142(2), pages 636-654, February.
    10. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    11. Cameron,A. Colin & Trivedi,Pravin K., 2005. "Microeconometrics," Cambridge Books, Cambridge University Press, number 9780521848053, September.
    12. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    13. Mark Dynarski & Roberto Agodini & Sheila Heaviside & Timothy Novak & Nancy Carey & Larissa Campuzano & Barbara Means & Robert Murphy & William Penuel & Hal Javitz & Deborah Emery & Willow Sussex, "undated". "Effectiveness of Reading and Mathematics Software Products: Findings from the First Student Cohort," Mathematica Policy Research Reports 2fa5b23b827f497091fc730f0, Mathematica Policy Research.
    14. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    15. repec:mpr:mprres:4150 is not listed on IDEAS
    16. Doug Miller & Jens Ludwig, 2005. "Does Head Start Improve Children?s Life Chances? Evidence from a Regression Discontinuity Design," Working Papers 534, University of California, Davis, Department of Economics.
    17. repec:mpr:mprres:7339 is not listed on IDEAS
    18. Buddelmeyer, Hielke & Skoufias, Emmanuel, 2003. "An Evaluation of the Performance of Regression Discontinuity Design on PROGRESA," IZA Discussion Papers 827, Institute of Labor Economics (IZA).
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