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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
Download full textHolt, Janet K.; Duffy, Daniel Q. – Illinois Education Research Council, 2017
The Illinois Board of Higher Education (IBHE) sought to identify those institutions helping students overcome barriers to college completion and achieve a livable wage. This analysis of Illinois 4-year postsecondary institutions highlights those institutions which fostered degree completion and job success with less debt for underrepresented…
Descriptors: Postsecondary Education, African American Students, Hispanic American Students, Colleges
Holt, Janet K.; Duffy, Daniel Q. – Illinois Education Research Council, 2017
The Illinois Board of Higher Education (IBHE) sought to identify those institutions helping students overcome barriers to college completion and achieve a livable wage. This analysis of Illinois 4-year postsecondary institutions highlights those institutions which fostered degree completion and job success with less debt for underrepresented…
Descriptors: Postsecondary Education, African American Students, Hispanic American Students, Colleges
Clark, Melissa; Rothstein, Jesse; Schanzenbach, Diane Whitmore – National Bureau of Economic Research, 2008
Data from college admissions tests can provide a valuable measure of student achievement, but the non-representativeness of test-takers is an important concern. We examine selectivity bias in both state-level and school-level SAT and ACT averages. The degree of selectivity may differ importantly across and within schools, and across and within…
Descriptors: Graduation Requirements, College Entrance Examinations, College Admission, Selective Admission
Illinois State Board of Higher Education, Springfield. – 1992
This report presents the fall 1993 freshman admission requirements adopted by the individual public universities and community colleges in Illinois. The first section explains the specific high school courses required for regular admission as freshmen to Illinois public universities and community colleges beginning with the fall 1993 entering…
Descriptors: Admission Criteria, College Admission, College Applicants, College Bound Students
