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Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evaluations

Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evaluations

Technical Methods Report: Statistical Power for Regression Discontinuity Designs
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Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evaluations Paperback / softback - 2013

by National U S Department of Education

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  • Title Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evaluations
  • Author National U S Department of Education
  • Binding Paperback
  • Condition New
  • Pages 54
  • Volumes 1
  • Language ENG
  • Publisher Bibliogov
  • Publication date 2013-02-04
  • Bookseller's Inventory # B9781288701001
  • ISBN 9781288701001 / 1288701004
  • Weight 0.25 lbs (0.11 kg)
  • Dimensions 9.69 x 7.44 x 0.11 in (24.61 x 18.90 x 0.28 cm)
  • Category Politics / Current Events
  • Quantity available 10

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From the publisher

Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evaluations examines theoretical and empirical issues related to the statistical power of impact estimates under clustered regression discontinuity (RD) designs. The theory is grounded in the causal inference and HLM modeling literature, and the empirical work focuses on commonly-used designs in education research to test intervention effects on student test scores. The main conclusion is that three to four times larger samples are typically required under RD than experimental clustered designs to produce impacts with the same level of statistical precision. Thus, the viability of using RD designs for new impact evaluations of educational interventions may be limited, and will depend on the point of treatment assignment, the availability of pretests, and key research questions.
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