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❖ Logistic regression is employed to develop a model that seeks to provide information to enhance early identification of freshmen at risk of attrition. The early identification is accomplished shortly after freshman orientation. The dependent variable of interest is the binary and nominal variable of persistence. Students who proceed from freshman matriculation to graduation without ever having dropped out are classified as persistors, and freshman matriculates who leave college eitherdoi:10.2202/1949-6605.1304 fatcat:okjciemeprhbhco63rg5nvjwaq