select the correct answer.\nyou have a list of 600 random, normally distributed numbers with a mean of 10…

select the correct answer.\nyou have a list of 600 random, normally distributed numbers with a mean of 10 and a standard deviation of 2. which of these statements is true?\na. about 489 numbers would lie between the values 8 and 12.\nb. about 408 numbers would lie between the values 6 and 10.\nc. about 285 numbers would lie between the values 10 and 14.\nd. exactly 408 numbers would lie between the values 10 and 14.\ne. exactly 285 numbers would lie between the values 8 and 12.

select the correct answer.\nyou have a list of 600 random, normally distributed numbers with a mean of 10 and a standard deviation of 2. which of these statements is true?\na. about 489 numbers would lie between the values 8 and 12.\nb. about 408 numbers would lie between the values 6 and 10.\nc. about 285 numbers would lie between the values 10 and 14.\nd. exactly 408 numbers would lie between the values 10 and 14.\ne. exactly 285 numbers would lie between the values 8 and 12.

Answer

Explanation:

Step1: Recall the empirical rule for normal distribution

For a normal - distribution, about 68% of the data lies within 1 standard deviation of the mean ($\mu\pm\sigma$), about 95% lies within 2 standard deviations of the mean ($\mu\pm2\sigma$), and about 99.7% lies within 3 standard deviations of the mean ($\mu\pm3\sigma$). Here, $\mu = 10$ and $\sigma=2$.

Step2: Analyze option A

The values 8 and 12 are $\mu - \sigma$ and $\mu+\sigma$ respectively. The proportion of data between $\mu - \sigma$ and $\mu+\sigma$ is about 68%. The number of data points is $n = 600$. So the number of data points between 8 and 12 is $0.68\times600=408$.

Step3: Analyze option B

The values 6 and 10 are $\mu - 2\sigma$ and $\mu$ respectively. The proportion of data between $\mu - 2\sigma$ and $\mu$ is $\frac{95%}{2}=47.5%$. The number of data points is $0.475\times600 = 285$.

Step4: Analyze option C

The values 10 and 14 are $\mu$ and $\mu + 2\sigma$ respectively. The proportion of data between $\mu$ and $\mu + 2\sigma$ is $\frac{95%}{2}=47.5%$. The number of data points is $0.475\times600=285$.

Step5: Analyze option D and E

The empirical - rule gives approximate proportions, so we cannot say "exactly" for the number of data points in an interval for a normal distribution.

Answer:

C. About 285 numbers would lie between the values 10 and 14.