Improving graduation rates is one of the biggest missions in many universities across the country and it is surely the case on the campus of this institution. The work here presents a statistical tool box to use early academic performance as a predictor for graduation with logistic regression and machine learning techniques. The methods described…

Finishing high school and attaining a college degree have become increasingly important to finding stable employment and earning a living wage. By age 19, most youth in the US have earned a high school credential and many have entered college. However, the educational attainment of young people who were in foster care as adolescents lags behind…