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Let `x_(1),x_(2),…x_(n)` be n observations such that `Sigmax_(i)^(2)=500 and Sigmax_(1)=100`. Then, an impossible value of n among the following is

A

24

B

18

C

29

D

22

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The correct Answer is:
To solve the problem, we need to analyze the given conditions and apply the concept of the Cauchy-Schwarz inequality. ### Step-by-Step Solution: 1. **Understanding the Given Information**: - We have \( \Sigma x_i^2 = 500 \) (the sum of squares of the observations). - We have \( \Sigma x_i = 100 \) (the sum of the observations). 2. **Applying the Cauchy-Schwarz Inequality**: - According to the Cauchy-Schwarz inequality, for any real numbers \( x_1, x_2, \ldots, x_n \): \[ (\Sigma x_i^2)(\Sigma 1) \geq (\Sigma x_i)^2 \] - Here, \( \Sigma 1 = n \) (since we have n observations). - Therefore, we can write: \[ (\Sigma x_i^2)(n) \geq (\Sigma x_i)^2 \] - Substituting the known values: \[ 500n \geq (100)^2 \] - This simplifies to: \[ 500n \geq 10000 \] 3. **Solving for n**: - Dividing both sides by 500: \[ n \geq \frac{10000}{500} \] - Simplifying this gives: \[ n \geq 20 \] 4. **Identifying Impossible Values**: - The question asks for an impossible value of \( n \). Since we found that \( n \) must be at least 20, any value of \( n \) that is less than 20 is impossible. - Therefore, if the options include values such as 18, that would be impossible. ### Conclusion: The impossible value of \( n \) among the given options is **18**.
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