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If Cov(x,y) = -2, Sigma y = 30 , Sigma x...

If Cov(x,y) = -2, `Sigma y = 30 , Sigma x = 25 and Sigma xy = 140 ` , find the number of observations .

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To find the number of observations (n) given the covariance of x and y, we can use the formula for covariance: \[ Cov(x, y) = \frac{1}{n} \Sigma xy - \frac{1}{n^2} \Sigma x \Sigma y \] Given: - \( Cov(x, y) = -2 \) - \( \Sigma y = 30 \) - \( \Sigma x = 25 \) - \( \Sigma xy = 140 \) We can substitute the known values into the covariance formula: \[ -2 = \frac{1}{n} (140) - \frac{1}{n^2} (25)(30) \] Now, simplifying this equation: 1. **Multiply through by \( n^2 \)** to eliminate the denominators: \[ -2n^2 = 140n - 750 \] 2. **Rearranging the equation** gives us: \[ 2n^2 + 140n - 750 = 0 \] 3. **Dividing the entire equation by 2** to simplify: \[ n^2 + 70n - 375 = 0 \] 4. **Now, we will factor the quadratic equation**. We need two numbers that multiply to -375 and add to 70. The numbers are 75 and -5. 5. **Factoring the quadratic**: \[ (n + 75)(n - 5) = 0 \] 6. **Setting each factor to zero gives us**: \[ n + 75 = 0 \quad \text{or} \quad n - 5 = 0 \] This results in: \[ n = -75 \quad \text{or} \quad n = 5 \] Since the number of observations cannot be negative, we discard \( n = -75 \). Thus, the number of observations is: \[ \boxed{5} \]
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