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