Solved: Exercises 13 and 14 refer to the following setting. During the winter months

Chapter 7, Problem 13

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QUESTION:

During the winter months, outside temperatures at the Starneses cabin in Colorado can stay well below freezing (\(32^{\circ} \mathrm{F}\), or \(0^{\circ} \mathrm{C}\)) for weeks at a time. To prevent the pipes from freezing, Mrs. Starnes sets the thermostat at \(50^{\circ} \mathrm{F}\). The manufacturer claims that the thermostat allows variation in home temperature that follows a Normal distribution with \(\sigma=3^{\circ} \mathrm{F}\). To test this claim, Mrs. Starnes programs her digital thermometer to take an SRS of \(n=10\) readings during a 24-hour period. Suppose the thermostat is working properly and that the actual temperatures in the cabin vary according to a Normal distribution with mean \(\mu=50^{\circ} \mathrm{F}\) and standard deviation \(\sigma=3^{\circ} \mathrm{F}\).

The Fathom screen shot below shows the results of taking 500 SRSs of 10 temperature readings from a population distribution that is N(50, 3) and recording the sample variance \(s_{x}^{2}\) each time.

(a) Describe the approximate sampling distribution.

(b) Suppose that the variance from an actual sample is \(s_{x}^{2}=25\). What would you conclude about the thermostat manufacturers claim? Explain.

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QUESTION:

During the winter months, outside temperatures at the Starneses cabin in Colorado can stay well below freezing (\(32^{\circ} \mathrm{F}\), or \(0^{\circ} \mathrm{C}\)) for weeks at a time. To prevent the pipes from freezing, Mrs. Starnes sets the thermostat at \(50^{\circ} \mathrm{F}\). The manufacturer claims that the thermostat allows variation in home temperature that follows a Normal distribution with \(\sigma=3^{\circ} \mathrm{F}\). To test this claim, Mrs. Starnes programs her digital thermometer to take an SRS of \(n=10\) readings during a 24-hour period. Suppose the thermostat is working properly and that the actual temperatures in the cabin vary according to a Normal distribution with mean \(\mu=50^{\circ} \mathrm{F}\) and standard deviation \(\sigma=3^{\circ} \mathrm{F}\).

The Fathom screen shot below shows the results of taking 500 SRSs of 10 temperature readings from a population distribution that is N(50, 3) and recording the sample variance \(s_{x}^{2}\) each time.

(a) Describe the approximate sampling distribution.

(b) Suppose that the variance from an actual sample is \(s_{x}^{2}=25\). What would you conclude about the thermostat manufacturers claim? Explain.

ANSWER:

 

Step 1 of 3

Given that, suppose the thermostat is working properly and that the actual temperatures in the cabin vary according to a Normal distribution with mean \(\mu=50^{\circ} \mathrm{F}\)  and standard deviation \(\sigma=3^{0} F\).

The Fathom screen shot below shows the results of taking 500 SRSs of 10 temperature readings from a population distribution that is N(50, 3) and recording the sample variance \(s_{x}^{2}\)  each time.

 

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