The Data below represents number of hours students’ study Mathematics per week and their corresponds GPA –(GPA is based on 0 to 4)
Hours of Study |
GPA |
4 |
3 |
4.5 |
3 |
5 |
3.33 |
5 |
3 |
6 |
3.67 |
7 |
3.5 |
7 |
3.5 |
8 |
4 |
4.5 |
4 |
6 |
3 |
7 |
4 |
6 |
3.5 |
8 |
3.67 |
Following is the data given
Hours | GPA |
4 | 3 |
4.5 | 3 |
5 | 3.33 |
5 | 3 |
6 | 3.67 |
7 | 3.5 |
7 | 3.5 |
8 | 4 |
4.5 | 4 |
6 | 3 |
7 | 4 |
6 | 3.5 |
8 | 3.67 |
The plot is as under
a. The scatter diagram is uploaded above
b. the predicted linear equation is GPA = 0.1633*t + 2.4951 ( where
t is the number of hours spent studying everyday)
the domain is t belongs to closed set [4,8]
range is GPA belongs to closed set [3.33, 4]
c. for 5.5 hours,
0.1633*5.5 + 2.4951 = 3.39325 gpa
d. for 3.67 GPA
3.67 = 0.1633t + 2.4951
t = 7.19473361 hours per day
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