In: Statistics and Probability
Suppose a geyser has a mean time between eruptions of 71 minutes. Let the interval of time between the eruptions be normally distributed with standard deviation 24 minutes. Complete parts (a) through (e) below.
(a) What is the probability that a randomly selected time interval between eruptions is longer than 83 minutes? (Round to four decimal places as needed.)
(b) What is the probability that a random sample of 8 time intervals between eruptions has a mean longer than 83 minutes? (Round to four decimal places as needed.) (
c) What is the probability that a random sample of 24 time intervals between eruptions has a mean longer than 83 minutes? Round to four decimal places as needed.)
(d) What effect does increasing the sample size have on the probability? Provide an explanation for this result.
Fill in the blanks below. If the population mean is less than 83 minutes, then the probability that the sample mean of the time between eruptions is greater than 83 minutes ___(increases or decreases) because the variability in the sample mean _____(increases or decreases) as the sample size ____(increases or decreases).
(e) What might you conclude if a random sample of 24 time intervals between eruptions has a mean longer than 83 minutes? Select all that apply.
A. The population mean is 71, and this is an example of a typical sampling result.
B. The population mean is 71, and this is just a rare sampling.
C. The population mean may be greater than 71.
D. The population mean must be more than 71, since the probability is so low.
E. The population mean cannot be 71, since the probability is so low.
F. The population mean must be less than 71, since the probability is so low.
G. The population mean may be less than 71.