Question
The amount of water in a bottle is approximately normally distributed with a mean of 2.75 liters with a standard deviation of 0.035 liter. Complete
The amount of water in a bottle is approximately normally distributed with a mean of
2.75
liters with a standard deviation of
0.035
liter. Complete parts (a) through (c) below.
a. If a sample of 4 bottles is selected, what is the probability that the sample mean amount contained is less than 2.72 liters?
b. If a sample of 25 bottles is selected, what is the probability that the sample mean amount contained is less than 2.72 liters?
c. Explain the difference in the results of (a) and (b).
The sample size in (c) is greater than the sample size in (b), so the standard error of the mean (or the standard deviation of the sampling distribution) in (c) is
less
or
greater
than in (b). As the standard error
increases,
or
decreases,
values become more concentrated around the mean. Therefore, the probability that the sample mean will fall close to the population mean will always
increase
or
decrease
when the sample size increases.
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