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categoryإحصاء
schoolبكالوريوس
event_available2026-07-13
السؤال
Transcribed Image Text:
2. An application of the sampling distribution of the sample mean
People suffering from hypertension, heart disease, or kidney problems may need to limit their intake of soc
public health departments in some U.S. states and Canadian provinces require community water systems t
their customers if the sodium concentration in the drinking water exceeds a designated limit. In Connecticu
example, the notification level is 28 mg/L (milligrams per liter).
Suppose that over the course of a particular year the mean concentration of sodium in the drinking water<
system in Connecticut is 25.8 mg/L, and the standard deviation is 6 mg/L.
Imagine that the water department selects a simple random sample of 31 water specimens over the cours
year. Each specimen is sent to a lab for testing, and at the end of the year the water department computer
concentration across the 31 specimens. If the mean exceeds 28 mg/L, the water department notifies the p
recommends that people who are on sodium-restricted diets inform their physicians of the sodium content
drinking water.
Use the Distributions tool to answer the following questions, adjusting the parameters as necessary.
Normal Distribution
Mean - 25.5
Standard Deviation = 0.85
18
22
26
A
230
28
30
Even though the actual concentration of sodium in the drinking water is within the limit, there is a
probability that the water department will advise its customers of an above-limit concentration of sodium.
Suppose that the water department is willing to accept (at most) a 1% risk of erroneously notifying its cus!
that the sodium concentration is above the limit. A primary cause of sodium in the water supply is the salt
applied to roadways during the winter to melt snow and ice. If the water department can't control the use
and can't change the mean or the standard deviation of the sodium concentration in the drinking water, is
anything the department can do to reduce the risk of an erroneous notification to 1%?
It can increase its sample size to n = 40.
No, there is nothing it can do.
It can increase its sample size to n = 88.
It can increase its sample size to n = 48.
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