For the following bivariate data obtain the equation of regression line of Y on X.X12345Y5791113
Q.6 (B) (i) For the following bivariate data obtain the equation of regression line of Y on X.
| X | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|
| Y | 5 | 7 | 9 | 11 | 13 |
Q.6 (B) (i) For the following bivariate data obtain the equation of regression line of Y on X.
| X | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|
| Y | 5 | 7 | 9 | 11 | 13 |
Best answer
Answer: \(Y=2X+3\)
\(n=5,\ \bar{x}=\frac{15}{5}=3,\ \bar{y}=\frac{45}{5}=9\)
| x | y | \(x-\bar{x}\) | \(y-\bar{y}\) | \((x-\bar{x})^2\) | \((x-\bar{x})(y-\bar{y})\) |
|---|---|---|---|---|---|
| 1 | 5 | -2 | -4 | 4 | 8 |
| 2 | 7 | -1 | -2 | 1 | 2 |
| 3 | 9 | 0 | 0 | 0 | 0 |
| 4 | 11 | 1 | 2 | 1 | 2 |
| 5 | 13 | 2 | 4 | 4 | 8 |
| 15 | 45 | 0 | 0 | 10 | 20 |
\(b_{YX}=\frac{\Sigma(x-\bar{x})(y-\bar{y})}{\Sigma(x-\bar{x})^2}=\frac{20}{10}=2\)
Regression line of Y on X: \(Y-\bar{y}=b_{YX}(X-\bar{x})\Rightarrow Y-9=2(X-3)\Rightarrow Y=2X+3\).
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