The following data gives the number of hours 55 students spent studying and their corresponding grades on their midterm exams.
Hours Spent Studying | 00 | 11 | 22 | 44 | 55 |
---|---|---|---|---|---|
Midterm Grades | 66 | 75 | 84 | 87 | 90 |
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Calculate the coefficient of determination, R2. Round your answer to three decimal places.
Solution:
Hours spent studying(X) | Midterm Grades(Y) | XBAR | YBAR | X-XBAR | Y-YBAR | (X-XBAR)(Y-YBAR) | (X-XBAR)^2 | (Y-YBR)^2 | |
0 | 66 | 26.4 | 80.4 | -26.4 | -14.4 | 380.16 | 696.96 | 207.36 | |
11 | 75 | 26.4 | 80.4 | -15.4 | -5.4 | 83.16 | 237.16 | 29.16 | |
22 | 84 | 26.4 | 80.4 | -4.4 | 3.6 | -15.84 | 19.36 | 12.96 | |
44 | 87 | 26.4 | 80.4 | 17.6 | 6.6 | 116.16 | 309.76 | 43.56 | |
55 | 90 | 26.4 | 80.4 | 28.6 | 9.6 | 274.56 | 817.96 | 92.16 | |
MEAN=132/5=26.4 | MEAN=402/5=80.4 | TOTAL | 838.2 | 2081.2 | 385.2 | ||||
r=
r=838.2/sqrt(2081.2*385.2)
=0.93615
coefficient of determination=r sq=r*r=0.93615*0.93615=0.8763768
r sq=0.876
he coefficient of determination, R2.=0.876
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