Answer:
a) She scored 74.46 on the exam.
b) 11% of the students scored better than Stephanie.
Step-by-step explanation:
The z-score measures how many standard deviation a score X is above or below the mean. It is given by the following formula:
![Z = \frac{X - \mu}{\sigma}](https://tex.z-dn.net/?f=Z%20%3D%20%5Cfrac%7BX%20-%20%5Cmu%7D%7B%5Csigma%7D)
In which
is the mean and
is the standard deviation.
In this problem, we have that:
![\mu = 72, \sigma = 2](https://tex.z-dn.net/?f=%5Cmu%20%3D%2072%2C%20%5Csigma%20%3D%202)
a. What score did Stephanie get on the exam?
Stephanie scored 1.23 standard deviations above the mean. This means that her z-score is ![Z = 1.23](https://tex.z-dn.net/?f=Z%20%3D%201.23)
We want to find X
![Z = \frac{X - \mu}{\sigma}](https://tex.z-dn.net/?f=Z%20%3D%20%5Cfrac%7BX%20-%20%5Cmu%7D%7B%5Csigma%7D)
![1.23 = \frac{X - 72}{2}](https://tex.z-dn.net/?f=1.23%20%3D%20%5Cfrac%7BX%20-%2072%7D%7B2%7D)
![X - 72 = 2*1.23](https://tex.z-dn.net/?f=X%20-%2072%20%3D%202%2A1.23)
![X = 74.46](https://tex.z-dn.net/?f=X%20%3D%2074.46)
She scored 74.46 on the exam.
b. What percent of students scored better than Stephanie?
Each z-score has a pvalue, which is the percentile of the score. We look this pvalue at the z table.
has a pvalue of 0.89.
This means that Stephanie's score is in the 89th percentile, which means that she scored more than 89% of the students and scored less than 100-89 = 11% of the students.
So 11% of the students scored better than Stephanie.