Question: The following data was collected to explore how the average number of hours a student studies per night and the student's GPA affect their ACT

The following data was collected to explore how the average number of hours a student studies per night and the student's GPA affect their ACT score. The dependent variable is the ACT score, the first independent variable (x11) is the number of hours spent studying, and the second independent variable (x22) is the student's GPA.

Study Hours GPA ACT Score
55 44 2727
55 22 1818
55 33 1818
11 33 2020
22 44 2121

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Determine if a statistically significant linear relationship exists between the independent and dependent variables at the 0.010.01 level of significance. If the relationship is statistically significant, identify the multiple regression equation that best fits the data, rounding the answers to three decimal places. Otherwise, indicate that there is not enough evidence to show that the relationship is statistically significant.

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