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Książka 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
Język: Angielski
Oprawa: Miękka
Wydawca: Bibliogov
Dostępność: Dostępna u dostawcy
Wysyłamy za 9-15 dni
74.85 zł
Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evalua...

Informacje o książce

Autor
National U. S. Department of Education
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2013
strony
54
EAN
9781288701001
ISBN
9781288701001
Enbook ID
08273413
Wydawca
Bibliogov
Waga
113
Wymiary
189 x 246 x 3

Pełny opis

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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