College

Jonah is reviewing the final exam scores of the previous year's graduates in the Engineering program from which he is about to graduate. The final exam scores of students were normally distributed with a mean of 70 and a standard deviation of 4. What percentile would Jonah be in if he scores a 78 on the final exam?

A. [tex]87.7 \%[/tex]
B. [tex]99.7 \%[/tex]
C. [tex]92.3 \%[/tex]
D. [tex]97.7 \%[/tex]

Answer :

We begin by noting that the final exam scores are normally distributed with a mean of [tex]$\mu = 70$[/tex] and a standard deviation of [tex]$\sigma = 4$[/tex]. To determine Jonah's standing in percentiles, we first calculate the [tex]$z$[/tex]-score corresponding to his score of 78. The [tex]$z$[/tex]-score is given by

[tex]$$
z = \frac{x - \mu}{\sigma},
$$[/tex]

where [tex]$x$[/tex] represents Jonah's score. Substituting the given values, we have

[tex]$$
z = \frac{78 - 70}{4} = \frac{8}{4} = 2.
$$[/tex]

Next, we use the standard normal distribution to find the cumulative probability corresponding to [tex]$z = 2$[/tex]. This cumulative probability tells us the fraction of students who scored below Jonah's score. For [tex]$z = 2$[/tex], the cumulative probability is approximately 0.97725. Converting this into a percentage, we get

[tex]$$
0.97725 \times 100 \approx 97.7\%.
$$[/tex]

Thus, Jonah's score of 78 places him in the 97.7th percentile.

The correct answer is hence [tex]$\boxed{97.7\%}$[/tex].

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