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Direct linkHuang, Francis L.; Moon, Tonya R. – Gifted Child Quarterly, 2013
The purpose of this Methodological Brief is to present a brief primer on logistic regression, a commonly used technique when modeling dichotomous outcomes. Using data from the National Education Longitudinal Study of 1988 (NELS:88), logistic regression techniques were used to investigate student-level variables in eighth grade (i.e., enrolled in a…
Descriptors: Advanced Placement, Regression (Statistics), Grade 8, Grade 10
Huang, Francis L.; Cornell, Dewey G. – Journal of School Violence, 2012
School violence research is often concerned with infrequently occurring events such as counts of the number of bullying incidents or fights a student may experience. Analyzing count data using ordinary least squares regression may produce improbable predicted values, and as a result of regression assumption violations, result in higher Type I…
Descriptors: Violence, Bullying, Least Squares Statistics, Victims
