The scores of a midterm exam are normally distributed with a mean $\mu = 70$ and a standard deviation $\sigma = 15$. We want to find the percentage of students who score between 60 and 75. The given formula is: $P(a \le X \le b) = \int_a^b \frac{1}{\sigma \sqrt{2\pi}} e^{-\frac{(x-\mu)^2}{2\sigma^2}} dx$

Probability and StatisticsNormal DistributionZ-scoreProbabilityStatistics
2025/5/10

1. Problem Description

The scores of a midterm exam are normally distributed with a mean μ=70\mu = 70 and a standard deviation σ=15\sigma = 15. We want to find the percentage of students who score between 60 and
7

5. The given formula is:

P(aXb)=ab1σ2πe(xμ)22σ2dxP(a \le X \le b) = \int_a^b \frac{1}{\sigma \sqrt{2\pi}} e^{-\frac{(x-\mu)^2}{2\sigma^2}} dx

2. Solution Steps

First, we need to calculate the z-scores for 60 and 75 using the formula:
z=xμσz = \frac{x - \mu}{\sigma}
For x=60x = 60:
z1=607015=1015=230.67z_1 = \frac{60 - 70}{15} = \frac{-10}{15} = -\frac{2}{3} \approx -0.67
For x=75x = 75:
z2=757015=515=130.33z_2 = \frac{75 - 70}{15} = \frac{5}{15} = \frac{1}{3} \approx 0.33
Now we need to find the area under the standard normal curve between z1=0.67z_1 = -0.67 and z2=0.33z_2 = 0.33. We can look these values up in a standard normal distribution table (z-table).
P(z<0.67)=0.2514P(z < -0.67) = 0.2514
P(z<0.33)=0.6293P(z < 0.33) = 0.6293
To find the probability between these two z-scores, we subtract the smaller probability from the larger probability:
P(0.67<z<0.33)=P(z<0.33)P(z<0.67)=0.62930.2514=0.3779P(-0.67 < z < 0.33) = P(z < 0.33) - P(z < -0.67) = 0.6293 - 0.2514 = 0.3779
Converting this probability to a percentage:
0.3779×100%=37.79%0.3779 \times 100\% = 37.79\%
The closest answer to this is 0.378 or 37.8%.

3. Final Answer

C. 0.378

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