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Find the Spearmen 's rank correlation co...

Find the Spearmen 's rank correlation coeffcient ,given : `n = 10, sum |d_x -d_y| ^(2) = 30`

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To find the Spearman's rank correlation coefficient, we will follow these steps: ### Step 1: Write down the formula for Spearman's rank correlation coefficient. The formula for Spearman's rank correlation coefficient (p) is given by: \[ p = 1 - \frac{6 \sum (d_x - d_y)^2}{n(n^2 - 1)} \] ### Step 2: Identify the given values. From the problem, we have: - \( n = 10 \) - \( \sum (d_x - d_y)^2 = 30 \) ### Step 3: Substitute the values into the formula. Now, we will substitute the values into the formula: \[ p = 1 - \frac{6 \times 30}{10 \times (10^2 - 1)} \] ### Step 4: Calculate \( n^2 - 1 \). First, calculate \( n^2 - 1 \): \[ n^2 = 10^2 = 100 \quad \Rightarrow \quad n^2 - 1 = 100 - 1 = 99 \] ### Step 5: Substitute \( n^2 - 1 \) back into the formula. Now substitute back into the formula: \[ p = 1 - \frac{6 \times 30}{10 \times 99} \] ### Step 6: Calculate the numerator and denominator. Calculate the numerator: \[ 6 \times 30 = 180 \] Calculate the denominator: \[ 10 \times 99 = 990 \] ### Step 7: Substitute the calculated values into the formula. Now substitute these values back into the formula: \[ p = 1 - \frac{180}{990} \] ### Step 8: Simplify the fraction. To simplify \( \frac{180}{990} \): \[ \frac{180 \div 90}{990 \div 90} = \frac{2}{11} \] ### Step 9: Final calculation. Now substitute this back into the equation for \( p \): \[ p = 1 - \frac{2}{11} = \frac{11}{11} - \frac{2}{11} = \frac{9}{11} \] ### Conclusion: Thus, the Spearman's rank correlation coefficient \( p \) is: \[ \boxed{\frac{9}{11}} \]
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