In: Statistics and Probability
Given the following sample observations, draw a scatter diagram on a separate piece of paper.
X: | −9 | −14 | 13 | 1 | 16 |
Y: | 51 | 243 | 159 | 4 | 338 |
Compute the correlation coefficient. (Round your answer to 3 decimal places.)
Try squaring the x variable and then determine the correlation coefficient. (Round your answer to 3 decimal places.)
X Values
∑ = 30
Mean = 6
∑(X - Mx)2 = SSx = 246
Y Values
∑ = 795
Mean = 159
∑(Y - My)2 = SSy = 74786
X and Y Combined
N = 5
∑(X - Mx)(Y - My) = 2709
R Calculation
r = ∑((X - My)(Y - Mx)) /
√((SSx)(SSy))
r = 2709 / √((246)(74786)) = 0.632
Now converting x to x^2 we get
X Values
∑ = 703
Mean = 140.6
∑(X - Mx)2 = SSx = 40233.2
Y Values
∑ = 795
Mean = 159
∑(Y - My)2 = SSy = 74786
X and Y Combined
N = 5
∑(X - Mx)(Y - My) = 53385
R Calculation
r = ∑((X - My)(Y - Mx)) /
√((SSx)(SSy))
r = 53385 / √((40233.2)(74786)) = 0.973