A simple random sample consists of four observations 7, 8, 10, 7. The point estimate of population standard deviation is: |
$\sqrt{\frac{3}{2}}$ $\sqrt{3}$ $2.5$ $\sqrt{2}$ |
$\sqrt{2}$ |
The correct answer is Option (4) - $\sqrt{2}$ $\text{Data: } 7, 8, 10, 7$ $\bar{x} = \frac{7+8+10+7}{4} = 8$ $\sum (x-\bar{x})^2 = (7-8)^2+(8-8)^2+(10-8)^2+(7-8)^2$ $=1+0+4+1=6$ $s = \sqrt{\frac{6}{4-1}} = \sqrt{\frac{6}{3}} = \sqrt{2}$ The point estimate of population standard deviation is $\sqrt{2}$. |