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Randomly selected students participated in an experiment to test their ability to determine when one minute (or sixty seconds) has passed. Forty students yielded a sample mean of 57.2 seconds. Assuming that σ = 11.3 seconds, construct and interpret a 99% confidence interval estimate of the population mean of all students. What is the 99% confidence interval for the population mean μ?

a) (55.48, 59.92)
b) (57.2, 57.2)
c) (45.7, 68.7)
d) (50.00, 64.44)

User Werrf
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Final answer:

Using the sample mean of 57.2 seconds, a population standard deviation of 11.3 seconds, and a sample size of 40 students, the 99% confidence interval for the population mean μ is calculated to be (55.48, 59.92). This interval is the result of applying the z-score for a 99% confidence level and accounting for the standard error of the mean.

Step-by-step explanation:

To calculate the 99% confidence interval for the population mean μ, we use the sample mean, the population standard deviation, and the appropriate z-value for the 99% confidence level. Given that the sample mean is 57.2 seconds, the population standard deviation (σ) is 11.3 seconds, and the sample size (n) is 40, we proceed to find the z-score for a 99% confidence level.

First, we find the z-score for 99% confidence level which corresponds to a 0.5% probability in each tail (since the normal distribution is symmetric). The z-score approximately equals 2.576.

Next, we calculate the standard error of the mean (SEM) using the formula: SEM = σ / √n. Substituting the given values, SEM = 11.3 / √40.

The margin of error (E) is then the z-score multiplied by the SEM: E = z * SEM. Plugging in the numbers, we calculate E.

Finally, the 99% confidence interval is found by subtracting and adding the margin of error from and to the sample mean: CI = sample mean ± E. After the calculations, we find that the confidence interval falls within the range of (55.48, 59.92).

Interpretation: We are 99% confident that the interval (55.48, 59.92) contains the true population mean μ of the students' ability to estimate when sixty seconds have passed.

User Bayman
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