Skip to main contentSkip to solution

If the following data is obtained from a simple random sample:

6, 7, 9, 10, 11, 17

Then the point estimate of population standard deviation is:

Solution

✅ Correct Option: 3

Given data: 6, 7, 9, 10, 11, 17

The point estimate of population standard deviation uses the sample standard deviation formula with (n−1)(n-1) in the denominator.


Mean =6+7+9+10+11+176= \dfrac{6 + 7 + 9 + 10 + 11 + 17}{6}

Mean =606= \dfrac{60}{6}

Mean =10= 10


Calculate each deviation from the mean and square it:

ValueDeviation (Value - Mean)Squared Deviation
66−10=−46 - 10 = -4(−4)2=16(-4)^2 = 16
77−10=−37 - 10 = -3(−3)2=9(-3)^2 = 9
99−10=−19 - 10 = -1(−1)2=1(-1)^2 = 1
1010−10=010 - 10 = 0(0)2=0(0)^2 = 0
1111−10=111 - 10 = 1(1)2=1(1)^2 = 1
1717−10=717 - 10 = 7(7)2=49(7)^2 = 49

Sum of squared deviations =16+9+1+0+1+49= 16 + 9 + 1 + 0 + 1 + 49

Sum of squared deviations =76= 76


Sample Variance s2=Sum of squared deviationsn−1s^2 = \dfrac{\text{Sum of squared deviations}}{n-1}

s2=766−1s^2 = \dfrac{76}{6-1}

s2=765s^2 = \dfrac{76}{5}

s2=15.2s^2 = 15.2


Sample Standard Deviation s=s2s = \sqrt{s^2}

s=15.2s = \sqrt{15.2}

s=3.898s = 3.898


Therefore, the point estimate of population standard deviation is 3.8983.898.

Keyboard Shortcuts

  • Left arrow: Previous question
  • Right arrow: Next question
  • S key: Jump to solution
  • Q key: Jump to question