Answer: Option (A) The new standard deviation is greater than $27.
Step-by-step explanation:
If a sixth skateboard having price of $450 is added to the sample, the new sample set will be the following:
75, 82, 100, 120, 140, 450.
Let us first find the mean of the above sample set.
Mean =
![\overline{x}=(75+82+100+120+140+450)/(6)\\ \overline{x} \approx 161.167](https://img.qammunity.org/2019/formulas/mathematics/middle-school/4qxsdvx8be1ccxvpsjy0c87wnolzcn7pqx.png)
Now that we have mean, let's find the variance.
![s^2 = \frac{\underset{i} \sum (x_i - \overline x)^2}{n-1}](https://img.qammunity.org/2019/formulas/mathematics/middle-school/btqnydd0018jzryoecvwbgd3s3efbjt7mm.png)
Where n is the number of samples in the set (which in this case is 6).
![s^2 = ((75-161.167)^2+(82-161.167)^2+(100-161.167)^2+(120-161.167)^2+(140-161.167)^2+(450-161.167)^2)/(6-1) \\s^2 = 20600.167](https://img.qammunity.org/2019/formulas/mathematics/middle-school/kpwsyd6euy7mynbf9otao0idmkbtelq048.png)
Now that we have variance, it's time to find the new standard deviation by taking the square-root of the variance, as follows:
![√(s^2) = √(20600.167) \\s \approx 143.53](https://img.qammunity.org/2019/formulas/mathematics/middle-school/zarx1ny7x6vo9equhe2132tmw2fajozuig.png)
$143.53 > $27
New standard deviation is greater than the old standard deviation.
Therefore, the correct answer is Option (A) The new standard deviation is greater than $27.