To solve this problem we first need to calculate the z-score of the sample:
[tex]z\text{ = }\frac{x-\mu}{\sigma}[/tex]Where x is the value we want to calculate the percent, the greek leter mu is the mean and the letter greek alpha is the standard deviation. For the first problem we have:
a.
[tex]\begin{gathered} z\text{ = }\frac{1500-1900}{390} \\ z=\frac{-400}{390} \\ z\text{ = 1.}02 \end{gathered}[/tex]We need to now check the z-table to find the percentage. In this case the percentage is:
[tex]\alpha\text{ = 0.1539}[/tex]Which is the same as 15.39%.
b.
[tex]\begin{gathered} z\text{ = }\frac{2800-1500}{390} \\ z\text{ = }\frac{1300}{390} \\ z\text{ = }3.3334 \end{gathered}[/tex]We need to check the z-table to find the percentage. In this case the percentage is:
[tex]\alpha\text{ = 0.0004}[/tex]Which is the same as 0.04%
c.
Now the problem gaves us the percentile and we need to use:
[tex]\alpha\text{ = 0.6}[/tex]Checking at the z-table we have a z equal to z=0.255. We can now find the amount they would need to spend.
[tex]\begin{gathered} 0.255\text{ = }\frac{X\text{ - 1900}}{390} \\ 99.45\text{ = }X\text{ - 1900} \\ X\text{ = 99.45+1900} \\ X\text{ = }1999.45 \end{gathered}[/tex]They would need to spend 1999.45