Final answer:
The predicted state board score for a student with a GPA of 3.0 and age of 25 is approximately 581.435.
Step-by-step explanation:
To predict a student's state board score based on their GPA and age, we can use the multiple regression equation y^ = -44.81 + 87.64x1 + 14.533x2, where y^ represents the predicted state board score, x1 represents the GPA, and x2 represents the age. In this case, the student has a GPA of 3.0 and is 25 years old. To find the predicted state board score, we substitute the values into the equation:
y^ = -44.81 + 87.64(3.0) + 14.533(25)
y^ = -44.81 + 262.92 + 363.325
y^ = 581.435
Therefore, the predicted state board score for the student with a GPA of 3.0 and age of 25 is approximately 581.435.