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Let `x_(1), x_(2),….,x_(n)` be n observation such that `sum(x_(i))^(2)=400 and sumx_(i)=40`, then a possible value of n among the following is

A

5

B

1

C

2

D

3

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The correct Answer is:
To solve the problem, we need to analyze the given conditions and apply the Cauchy-Schwarz inequality (or the property of arithmetic mean and quadratic mean) to find a suitable value for \( n \). ### Step-by-Step Solution: 1. **Understanding the Given Information**: - We have \( \sum_{i=1}^{n} x_i^2 = 400 \) (the sum of squares of the observations). - We also have \( \sum_{i=1}^{n} x_i = 40 \) (the sum of the observations). 2. **Using the Cauchy-Schwarz Inequality**: - According to the Cauchy-Schwarz inequality, we have: \[ \left( \sum_{i=1}^{n} x_i^2 \right) \left( \sum_{i=1}^{n} 1 \right) \geq \left( \sum_{i=1}^{n} x_i \right)^2 \] - Here, \( \sum_{i=1}^{n} 1 = n \), so we can rewrite the inequality as: \[ \left( \sum_{i=1}^{n} x_i^2 \right) n \geq \left( \sum_{i=1}^{n} x_i \right)^2 \] 3. **Substituting the Given Values**: - Substitute the known values into the inequality: \[ 400n \geq 40^2 \] - Calculate \( 40^2 \): \[ 40^2 = 1600 \] - So, we have: \[ 400n \geq 1600 \] 4. **Solving for \( n \)**: - Divide both sides by 400: \[ n \geq \frac{1600}{400} \] - Simplifying gives: \[ n \geq 4 \] 5. **Finding Possible Values of \( n \)**: - The question asks for a possible value of \( n \) among the options provided. Since we found that \( n \) must be greater than or equal to 4, we check the options: - If the options are 1, 2, 3, and 5, then the only suitable value is: \[ n = 5 \] ### Conclusion: Thus, a possible value of \( n \) is **5**.
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