The director of college admissions at a local university is trying to determine whether a student’s high school GPA or SAT score is a better predictor of the student’s subsequent college GPA. She formulates two models:

Model 1. College GPA = β0 + β1High School GPA + ε
Model 2. College GPA = β0 + β1SAT Score + ε