In: Statistics and Probability
Find the regression equation for the following data set
x 143 167 143 189
175 174 134 155
y
20
80
72
69
44
59
51 63
-0.33x + 5.23 |
0.33x – 5.23 |
0.33x + 5.23 |
cannot be determined |
X = 1280, y = 458 , X y = 74122 , X2 = 207390.
The equation of regression line is
y = x +
Where
= [ y * X2 - X * Xy ] / [ n X2 - ( X)2 ]
= [ 458 * 207390 - 1280 * 74122 ] / [ 7 * 207390 - 12802 ]
= 5.23
= [ n * Xy - X * y ] / [ n X2 - ( X)2 ]
= [ 7 * 74122 - 458 * 1280 ] / [ 7 * 207390 - 12802 ]
= 0.33
The equation of regression line is
Y = 0.33 x + 5.23