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Carte Technical Methods Report National U. S. Department of Education

Technical Methods Report

Statistical Power for Regression Discontinuity Designs in Education Evaluations

Autor: National U. S. Department of Education
Limbă: engleză
Legare: Carte broșată
Editura: Bibliogov
Disponibilitate: În depozitul extern
Expediem în 9-15 zile
97.40 lei
Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evalua...

Informații despre carte

Autor
National U. S. Department of Education
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2013
Pagini
54
EAN
9781288701001
ISBN
9781288701001
Enbook ID
08273413
Editura
Bibliogov
Greutate
113
Dimensiuni
189 x 246 x 3

Descriere completă

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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