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Sagot :
(a) SST = 1772, SSR= 1420.79, SSE=353.05
(b) Coefficient of determination is 0.8018.
(c) Sample correlation coefficient is 0.8954.
The average score can be obtained as
y = ∑y / n
= 330 / 6
y = 55
The least-square regression line is given as:
y' = 23.221 + 0.318x
Using the above stated regression equation; the predicted values of overall score can be obtained for the given values of price.
y' = 23.321 + 0.318(170) = 77.281
(a) The formula for computing SST is given as:
SST = ∑ (yi - y)²
SST = 1772
Hence the value of SST is 1772.
The formula for computing SSR is given as:
SSR = ∑ (yi' - y)²
SSR = 1420.79
Hence the value of SSR is 1420.79.
The formula for computing SSE is given as:
SSE = ∑(yi - y')²
SSE = 353.05
(b) The coefficient of determination is given by the formula:
R² = [tex]\frac{SSR}{SST}[/tex]
= [tex]\frac{1420.79}{1772}[/tex]
R²= 0.8954
Hence the value of the coefficient of determination is 0.8018.
(c) The correlation coefficient is computed as:
r = [tex]\sqrt{R^{2} }[/tex]
= [tex]\sqrt{0.8018}[/tex]
r = 0.8954
Hence the value of the correlation coefficient is 0.8954.
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