For the following bivariate data obtain equation of regression line \(Y\) on \(X\):\(X\)12345\(Y\)5791113
Q.6 (A) (ii) For the following bivariate data obtain equation of regression line \(Y\) on \(X\):
| \(X\) | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|
| \(Y\) | 5 | 7 | 9 | 11 | 13 |
Q.6 (A) (ii) For the following bivariate data obtain equation of regression line \(Y\) on \(X\):
| \(X\) | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|
| \(Y\) | 5 | 7 | 9 | 11 | 13 |
Best answer
Answer: \(Y=2X+3\)
\(\bar x=\frac{15}{5}=3,\ \bar y=\frac{45}{5}=9\).
| \(x\) | \(y\) | \(x-\bar x\) | \(y-\bar y\) | \((x-\bar x)^2\) | \((x-\bar x)(y-\bar y)\) |
|---|---|---|---|---|---|
| 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 |
\(b_{yx}=\frac{\sum(x-\bar x)(y-\bar y)}{\sum(x-\bar x)^2}=\frac{20}{10}=2\).
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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