1) A regression line was calculated as y' = 9.7 - 3.2x The slope of this line is
2) A correlation coefficient r was calculated to be 0.830. The coefficient of determination would be
3) Find the equation of the regression line x 43 56 60 52 54 51 y 209 257 281 237 255 215
Solution:
1)
The slope of this line is,
b1 = 3.2
2)
The coefficient of determination is,
r2 = 0.689
3)
X | Y | XY | X^2 | Y^2 |
43 | 209 | 8987 | 1849 | 43681 |
56 | 257 | 14392 | 3136 | 66049 |
60 | 281 | 16860 | 3600 | 78961 |
52 | 237 | 12324 | 2704 | 56169 |
54 | 255 | 13770 | 2916 | 65025 |
51 | 215 | 10965 | 2601 | 46225 |
n | 6 |
sum(XY) | 77298.00 |
sum(X) | 316.00 |
sum(Y) | 1454.00 |
sum(X^2) | 16806.00 |
sum(Y^2) | 356110.00 |
Numerator | 4324.00 |
Denominator | 4700.33 |
r | 0.9199 |
r square | 0.8463 |
Xbar(mean) | 52.6667 |
Ybar(mean) | 242.3333 |
SD(X) | 5.2175 |
SD(Y) | 25.0244 |
b | 4.4122 |
a | 9.9551 |
The equation of the regression line is,
Yhat = 0.955 + 4.412X
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