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A professor of a math class wants to understand the relationship between a student's final exam grade and two predictors: the amount of time the
- A professor of a math class wants to understand the relationship between a student's final exam grade and two predictors: the amount of time the student spends preparing for the exam (variable named "prep_time", in hours) and the student's gender (=1 for female, =0 for male). The regression equation he calculated is given as follows:
Grade = 45.2 + 3.3 * prep_time + 3.4 * gender,
The regression coefficients for both gender and prep_time are significant.
Which one of the following statements is true regarding this regression model?
A. | It appears that female students tend to have higher scores in the final exam than male students, holding the time spent preparing for the exam the same. | |
B. | The longer one studies, the better ones' grade. | |
C. | In this model, the professor assumes the effect of prep_time on grade is the same between female and male students | |
D. | All of the above are true. |
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