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In sub-parts (i) and (ii) choose the cor...

In sub-parts (i) and (ii) choose the correct option and in sub-parts (iii) to (v), answer the questions as instructed.
Find the regressions coefficient of y on x from
{(x, y)} = {(5, 15), (10, 12), (15, 6), (20, 9), (10, 5)}

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To find the regression coefficient of \( y \) on \( x \) from the given points \((5, 15), (10, 12), (15, 6), (20, 9), (10, 5)\), we will follow these steps: ### Step 1: Create a table of values We will list the values of \( x \), \( y \), \( xy \), and \( x^2 \). | \( x \) | \( y \) | \( xy \) | \( x^2 \) | |---------|---------|----------|-----------| | 5 | 15 | 75 | 25 | | 10 | 12 | 120 | 100 | | 15 | 6 | 90 | 225 | | 20 | 9 | 180 | 400 | | 10 | 5 | 50 | 100 | ### Step 2: Calculate the summations Now, we will calculate the required summations: - \( \Sigma x = 5 + 10 + 15 + 20 + 10 = 70 \) - \( \Sigma y = 15 + 12 + 6 + 9 + 5 = 47 \) - \( \Sigma xy = 75 + 120 + 90 + 180 + 50 = 515 \) - \( \Sigma x^2 = 25 + 100 + 225 + 400 + 100 = 850 \) - Number of points \( n = 5 \) ### Step 3: Use the formula for the regression coefficient The regression coefficient of \( y \) on \( x \) is given by the formula: \[ b_{yx} = \frac{n \Sigma xy - \Sigma x \Sigma y}{n \Sigma x^2 - (\Sigma x)^2} \] ### Step 4: Substitute the values into the formula Substituting the values we calculated: \[ b_{yx} = \frac{5 \times 515 - 70 \times 47}{5 \times 850 - 70^2} \] ### Step 5: Calculate the numerator and denominator Calculating the numerator: \[ 5 \times 515 = 2575 \] \[ 70 \times 47 = 3290 \] So, the numerator is: \[ 2575 - 3290 = -715 \] Calculating the denominator: \[ 5 \times 850 = 4250 \] \[ 70^2 = 4900 \] So, the denominator is: \[ 4250 - 4900 = -650 \] ### Step 6: Calculate the regression coefficient Now, substituting back into the formula: \[ b_{yx} = \frac{-715}{-650} \approx 1.100 \] ### Final Answer The regression coefficient of \( y \) on \( x \) is approximately \( 1.100 \).
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