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Regression Methods for Categorical Dependent Variables: Effects on a Model of Student College Choice
Direct linkRapp, Kelly E. – ProQuest LLC, 2012
The use of categorical dependent variables with the classical linear regression model (CLRM) violates many of the model's assumptions and may result in biased estimates (Long, 1997; O'Connell, Goldstein, Rogers, & Peng, 2008). Many dependent variables of interest to educational researchers (e.g., professorial rank, educational attainment) are…
Descriptors: Regression (Statistics), College Choice, High School Seniors, Statistical Analysis
Proger, Amy R. – ProQuest LLC, 2013
One of the most pressing problems facing our nation is the large percentage of students who enroll in college but never complete a degree. The U.S. Department of Education estimates that only 57 percent of students who sought a bachelor's degree and enrolled in a four-year institution in the fall of 2002 completed that degree within six years. For…
Descriptors: Black Colleges, High School Graduates, College Bound Students, High School Seniors
