Answer:
z-score for 11 minutes of advertising time is
![z=(-6)/(2.7)\approx -2.222](https://img.qammunity.org/2020/formulas/mathematics/college/guy7fn3cfxfkot4yosz43wk5n13q8mjvea.png)
Explanation:
Z-scores measure the distance of any data point from the mean in units of standard deviations and are useful because they allow us to compare the relative positions of data values in different samples.
The z-score for any single data value can be found by the formula:
![z=(data \:value- \:mean)/(standard \:deviation)](https://img.qammunity.org/2020/formulas/mathematics/college/abs2hp8fzgeq4r8msgejnq32fq3jzkxo9d.png)
From the information given we know:
- Data value = 11 minutes
- Mean = 17 minutes
- Standard deviation = 2.7 minutes
So
![z=(11-17)/(2.7) = (-6)/(2.7)\approx -2.222](https://img.qammunity.org/2020/formulas/mathematics/college/iez71n80xxpopkm9o1ymhl6skwi3vdot8p.png)