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Direct linkJesse Eze; Kenneth Shores; Vikrant Kamble; Trey Miller – Society for Research on Educational Effectiveness, 2024
Background: The landscape of education is increasingly recognizing the impactful role of Career and Technical Education (CTE) programs in preparing students for the workforce. In Delaware, the implementation of CTE programs has been substantial, offering students opportunities to earn college credits, attain industry certifications, and gain…
Descriptors: Causal Models, Vocational Education, Program Effectiveness, High School Students
Download full textKarabatsos, George; Walker, Stephen G. – Society for Research on Educational Effectiveness, 2013
The regression discontinuity (RD) design (Thistlewaite & Campbell, 1960; Cook, 2008) provides a framework to identify and estimate causal effects from a non-randomized design. Each subject of a RD design is assigned to the treatment (versus assignment to a non-treatment) whenever her/his observed value of the assignment variable equals or…
Descriptors: Regression (Statistics), Bayesian Statistics, Nonparametric Statistics, Causal Models
Karabatsos, George; Walker, Stephen G. – Society for Research on Educational Effectiveness, 2011
Karabatsos and Walker (2011) introduced a new Bayesian nonparametric (BNP) regression model. Through analyses of real and simulated data, they showed that the BNP regression model outperforms other parametric and nonparametric regression models of common use, in terms of predictive accuracy of the outcome (dependent) variable. The other,…
Descriptors: Bayesian Statistics, Regression (Statistics), Nonparametric Statistics, Statistical Inference
