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University of Tunku Abdul Rahman Multiple Regression & Standard Error Questions

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Andrew Teh is interested in studying the impact of the number of books students referred to in a economics course and the number of lectures they attended on the final grade on the course. He randomly sampled 25 students and the data are given below.

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BOOKS

ATTEND

GRADE

2

17

60

3

18

54

1

17

62

5

20

59

2

12

44

1

13

40

3

17

96

4

19

90

5

22

97

2

22

54

5

22

91

1

12

48

3

18

91

1

12

65

4

21

82

5

14

61

3

18

54

3

13

46

1

8

64

5

22

90

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  • Determine the overall significance of the relationship at the 0.05 level of significance?
  • Determine the significance of each independent variable? What are your conclusions at the 0.05 level of significance?
  • How much of the variation in the final grade does the model in part (a) explain?

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