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In a series of 2n observations, half of ...

In a series of 2n observations, half of them equals to a and remaining half equals to -a. If the standard deviation of the observations is 2, then find |a|.

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To solve the problem, we need to find the value of |a| given that the standard deviation of a series of observations is 2. The observations consist of half being equal to 'a' and the other half being equal to '-a'. ### Step-by-Step Solution: 1. **Understand the Observations**: - We have a total of 2n observations. - Half of them (n observations) are equal to 'a'. - The other half (n observations) are equal to '-a'. 2. **Calculate the Mean (X̄)**: - The mean (X̄) of the observations can be calculated as follows: \[ X̄ = \frac{\text{Sum of all observations}}{\text{Total number of observations}} = \frac{n \cdot a + n \cdot (-a)}{2n} = \frac{0}{2n} = 0 \] - Thus, the mean of the observations is 0. 3. **Standard Deviation Formula**: - The formula for the standard deviation (σ) is given by: \[ σ = \sqrt{\frac{\sum (X - X̄)^2}{N}} \] - Here, N is the total number of observations (2n), and X̄ is the mean (which we found to be 0). 4. **Substituting Values into the Formula**: - Since X̄ = 0, we can rewrite the formula as: \[ σ = \sqrt{\frac{\sum X^2}{N}} = \sqrt{\frac{n \cdot a^2 + n \cdot (-a)^2}{2n}} \] - Simplifying this gives: \[ σ = \sqrt{\frac{n \cdot a^2 + n \cdot a^2}{2n}} = \sqrt{\frac{2n \cdot a^2}{2n}} = \sqrt{a^2} \] 5. **Setting the Standard Deviation**: - We know from the problem statement that the standard deviation is 2: \[ \sqrt{a^2} = 2 \] - This implies: \[ |a| = 2 \] ### Final Answer: \[ |a| = 2 \]
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