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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
Paulsen, Michael B.; Pogue, Thomas F. – 1984
The sensitivity of enrollment to conditions in the labor market for college graduates was assessed. A model was developed to determine whether sensitivity of enrollment to labor market changes depends on admissions selectivity and the curriculum. Data from 1965-1981 for 64 independent liberal arts colleges in Iowa and Illinois were evaluated.…
Descriptors: Admission Criteria, College Graduates, College Programs, Education Work Relationship
