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Comparing Impact Findings from Design-Based and Model-Based Methods: An Empirical Investigation

Author

Listed:
  • Tim Kautz
  • Peter Z. Schochet
  • Charles Tilley

Abstract

This study investigates how much of a practical difference it makes to use design-based methods versus more conventional model-based methods.

Suggested Citation

  • Tim Kautz & Peter Z. Schochet & Charles Tilley, "undated". "Comparing Impact Findings from Design-Based and Model-Based Methods: An Empirical Investigation," Mathematica Policy Research Reports b7656ddce20f4007b71836e99, Mathematica Policy Research.
    • Handle: RePEc:mpr:mprres:b7656ddce20f4007b71836e99dd8bd87
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    File URL: https://www.mathematica.org/-/media/publications/pdfs/education/2017/design-model-based-methods.pdf
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    References listed on IDEAS

    as
    1. Peter Z. Schochet, 2013. "Estimators for Clustered Education RCTs Using the Neyman Model for Causal Inference," Journal of Educational and Behavioral Statistics, , vol. 38(3), pages 219-238, June.
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    10. Peter Z. Schochet & John Burghardt & Steven Glazerman, 2001. "National Job Corps Study: The Impacts of Job Corps on Participants' Employment and Related Outcomes," Mathematica Policy Research Reports db6c4204b8e1408bb0c6289ec, Mathematica Policy Research.
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    13. Duncan Chaplin & Martha Bleeker & Kevin Booker, "undated". "Roads to Success: Estimated Impacts of an Education and Career Planning Program During Middle School," Mathematica Policy Research Reports 68a9bbd46c67405fba0358d5c, Mathematica Policy Research.
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    1. Peter Z. Schochet, "undated". "What is Design-Based Causal Inference and Why Should I Use It?," Mathematica Policy Research Reports 82a207630f374ef6a7dfd4a60, Mathematica Policy Research.

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