Given are five observations collected in a regression study on two variables.
xi |
2 | 6 | 9 | 13 | 20 |
---|---|---|---|---|---|
yi |
9 | 18 | 8 | 25 | 21 |
A. Develop the estimated regression equation for these data.
B.Use the estimated regression equation to predict the value of y when
x = 13.
soluton,
X | Y | XY | X^2 | Y^2 |
2 | 9 | 18 | 4 | 81 |
6 | 18 | 108 | 36 | 324 |
9 | 8 | 72 | 81 | 64 |
13 | 25 | 325 | 169 | 625 |
20 | 21 | 420 | 400 | 441 |
n | 5 |
sum(XY) | 943.00 |
sum(X) | 50.00 |
sum(Y) | 81.00 |
sum(X^2) | 690.00 |
sum(Y^2) | 1535.00 |
Numerator | 665.00 |
Denominator | 1028.74 |
r | 0.6464 |
r square | 0.4179 |
Xbar(mean) | 10.0000 |
Ybar(mean) | 16.2000 |
SD(X) | 6.1644 |
SD(Y) | 6.6753 |
b | 0.7000 |
a | 9.2000 |
= a + bx
= 9.2000 + (0.7000*13)
= 18.3
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