In: Statistics and Probability
A researcher measures the relationship between Internet use (hours per week) and social interaction (hours per week) in a sample of 10 students. The following table lists the hypothetical results of this study.
Internet Use | Social Interaction |
---|---|
X | Y |
6 | 5 |
7 | 5 |
4 | 7 |
8 | 7 |
13 | 5 |
4 | 8 |
4 | 3 |
6 | 4 |
1 | 10 |
11 | 2 |
(a) Compute the Pearson correlation coefficient. (Round your
answer to three decimal places.)
(b) Compute the coefficient of determination. (Round your answer to
three decimal places.)
Solution :
X | Y | XY | X^2 | Y^2 |
6 | 5 | 30 | 36 | 25 |
7 | 5 | 35 | 49 | 25 |
4 | 7 | 28 | 16 | 49 |
8 | 7 | 56 | 64 | 49 |
13 | 5 | 65 | 169 | 25 |
4 | 8 | 32 | 16 | 64 |
4 | 3 | 12 | 16 | 9 |
6 | 4 | 24 | 36 | 16 |
1 | 10 | 10 | 1 | 100 |
11 | 2 | 22 | 121 | 4 |
n | 10 |
sum(XY) | 314.00 |
sum(X) | 64.00 |
sum(Y) | 56.00 |
sum(X^2) | 524.00 |
sum(Y^2) | 366.00 |
Numerator | -444.00 |
Denominator | 774.25 |
r | -0.5735 |
r square | 0.3289 |
Xbar(mean) | 6.4000 |
Ybar(mean) | 5.6000 |
SD(X) | 3.0551 |
SD(Y) | 1.2134 |
b | -0.3881 |
a | 8.0839 |
(a)
Pearson correlation coefficient = -0.574
(b)
coefficient of determination = 0.329