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portada Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evaluations
Type
Physical Book
Publisher
Language
Inglés
Pages
54
Format
Paperback
Dimensions
24.6 x 18.9 x 0.3 cm
Weight
0.11 kg.
ISBN13
9781288701001

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

National U. S. Department of Education (Author) · Bibliogov · Paperback

Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evaluations - U. S. Department of Education, National

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Origin: U.S.A. (Import costs included in the price)
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Synopsis "Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evaluations"

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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