Multiple choice

If mean of squares of deviations of a set of n observation about -2 and 2 are 18 and 10 respect then standard deviation of this set of observations is

  1. 3

  2. 2

  3. 1

  4. None of these.

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A Correct answer
Explanation

If the mean is m and variance is v, then v + (m + 2)^2 = 18 and v + (m - 2)^2 = 10. These equations give m = 1 and v = 9, so the standard deviation is sqrt(9) = 3.

AI explanation

The variance is the mean of squared deviations about the mean. Let the mean be m and the variance be v. We know the sum of squares of deviations equals n(v + a^2) for any value a. So 18 = v + (-2 - m)^2 and 10 = v + (2 - m)^2. Subtracting the second from the first gives 8 = (-2 - m)^2 - (2 - m)^2 = 8m, so m = 1. Substituting m = 1 into 10 = v + 1 yields v = 9. The standard deviation is the square root of the variance, which is 3.