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If N=50,SigmaX=75,SigmaY=80,SigmaX^(2)=1...

If `N=50,SigmaX=75,SigmaY=80,SigmaX^(2)=130,SigmaY^(2)=140, SigmaXY=120` find the value of the correlation coefficient between the variables X and Y.

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To find the correlation coefficient \( r \) between the variables \( X \) and \( Y \), we can use the formula: \[ r = \frac{N \Sigma XY - \Sigma X \Sigma Y}{\sqrt{(N \Sigma X^2 - (\Sigma X)^2)(N \Sigma Y^2 - (\Sigma Y)^2)}} \] Given: - \( N = 50 \) - \( \Sigma X = 75 \) - \( \Sigma Y = 80 \) - \( \Sigma X^2 = 130 \) - \( \Sigma Y^2 = 140 \) - \( \Sigma XY = 120 \) ### Step 1: Calculate the numerator First, we calculate the numerator of the formula: \[ N \Sigma XY - \Sigma X \Sigma Y \] Substituting the values: \[ = 50 \times 120 - 75 \times 80 \] Calculating each term: \[ = 6000 - 6000 = 0 \] ### Step 2: Calculate the denominator Next, we calculate the denominator: \[ \sqrt{(N \Sigma X^2 - (\Sigma X)^2)(N \Sigma Y^2 - (\Sigma Y)^2)} \] Calculating each part: 1. **For \( X \)**: \[ N \Sigma X^2 - (\Sigma X)^2 = 50 \times 130 - 75^2 \] Calculating: \[ = 6500 - 5625 = 875 \] 2. **For \( Y \)**: \[ N \Sigma Y^2 - (\Sigma Y)^2 = 50 \times 140 - 80^2 \] Calculating: \[ = 7000 - 6400 = 600 \] Now, substituting these into the denominator: \[ \sqrt{875 \times 600} \] Calculating the product: \[ = \sqrt{525000} = 750 \] ### Step 3: Calculate the correlation coefficient \( r \) Now substituting the values back into the correlation coefficient formula: \[ r = \frac{0}{750} = 0 \] ### Final Result Thus, the value of the correlation coefficient \( r \) is: \[ \boxed{0} \]
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