Answer:
The numerical limits for a B grade are 81 and 89, that is, a score between 81 and 89 gets a B grade.
Step-by-step explanation:
Normal Probability Distribution:
Problems of normal distributions can be solved using the z-score formula.
In a set with mean
and standard deviation
, the z-score of a measure X is given by:
![Z = \frac{X - \mu}{\sigma}](https://tex.z-dn.net/?f=Z%20%3D%20%5Cfrac%7BX%20-%20%5Cmu%7D%7B%5Csigma%7D)
The Z-score measures how many standard deviations the measure is from the mean. After finding the Z-score, we look at the z-score table and find the p-value associated with this z-score. This p-value is the probability that the value of the measure is smaller than X, that is, the percentile of X. Subtracting 1 by the p-value, we get the probability that the value of the measure is greater than X.
Scores on the test are normally distributed with a mean of 79.7 and a standard deviation of 8.4.
This means that ![\mu = 79.7, \sigma = 8.4](https://tex.z-dn.net/?f=%5Cmu%20%3D%2079.7%2C%20%5Csigma%20%3D%208.4)
B: Scores below the top 13% and above the bottom 56%
So between the 56th percentile and the 100 - 13 = 87th percentile.
56th percentile:
X when Z has a p-value of 0.56, so X when Z = 0.15. Then
![Z = \frac{X - \mu}{\sigma}](https://tex.z-dn.net/?f=Z%20%3D%20%5Cfrac%7BX%20-%20%5Cmu%7D%7B%5Csigma%7D)
![0.15 = \frac{X - 79.7}{8.4}](https://tex.z-dn.net/?f=0.15%20%3D%20%5Cfrac%7BX%20-%2079.7%7D%7B8.4%7D)
![X - 79.7 = 0.15*8.4](https://tex.z-dn.net/?f=X%20-%2079.7%20%3D%200.15%2A8.4)
![X = 81](https://tex.z-dn.net/?f=X%20%3D%2081)
87th percentile:
X when Z has a p-value of 0.87, so X when Z = 1.13.
![Z = \frac{X - \mu}{\sigma}](https://tex.z-dn.net/?f=Z%20%3D%20%5Cfrac%7BX%20-%20%5Cmu%7D%7B%5Csigma%7D)
![1.13 = \frac{X - 79.7}{8.4}](https://tex.z-dn.net/?f=1.13%20%3D%20%5Cfrac%7BX%20-%2079.7%7D%7B8.4%7D)
![X - 79.7 = 1.13*8.4](https://tex.z-dn.net/?f=X%20-%2079.7%20%3D%201.13%2A8.4)
![X = 89](https://tex.z-dn.net/?f=X%20%3D%2089)
The numerical limits for a B grade are 81 and 89, that is, a score between 81 and 89 gets a B grade.