AnswersNC-Math 4Sampling Distributions – Center and Variability

Sampling Distributions – Center and Variability Answers

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Students in a large district’s two high schools are offered a "Second Breakfast” program after their first-period class. The district’s nutrition manager is interested in determining if the program is effective. He takes two independent random samples of days from the previous years, 20 from high school A and 15 from high school B, and calculates the mean amount of money, in dollars spent, for the program. Which of the following statements concerning the variability of the sampling distribution of the sample mean is correct?

A
The variability of the sample mean amount of dollars spent for high school A will be less than the variability of high school B.
B
The variability of the sample mean amount of dollars spent for high school A will be greater than the variability of high school B.
C
The variability of the sample mean amount of dollars spent for high school A will be the same as the variability of high school B.
D
Since there are two different independent random samples, it is not possible to compare the variability of the two sampling distributions.
3

A farmer determines that, on average, his chickens lay a total of 16 eggs each day. A random sample of 10 days was taken, and the mean number of eggs was 15.1 eggs. Let μ = the true mean number of eggs the chickens lay each day. Under the assumption that the true mean number of eggs is 16, 100 simulated means for samples of size 10 are shown in the dotplot.Using the dotplot, is there evidence that the chickens are laying fewer than 16 eggs?

Question illustration
A
Yes, since a sample mean number of eggs of 15.1 eggs or less only occurred twice in simulated values, there is evidence that the true mean number of eggs is less than 16.
B
Yes, since a sample mean number of eggs of 15.1 is less than the mean number of eggs of 16, there is evidence to prove that the true mean number of eggs is less than 16.
C
No, since a sample mean number of eggs of 15.1 is only 0.9 eggs less than a mean number of eggs of 16, there is insufficient evidence that the true mean number of eggs is less than 16.
D
No, since a sample mean number of eggs of 15.1 never occurred in the dotplot, it is not possible that a random sample of 10 eggs will have a mean number of eggs of 15.1. Therefore, there is insufficient evidence that the true mean number of eggs is less than 16.
6

The ages of the 5 officers for a school club are 18, 18, 17, 16, and 15. The median of the ages of the officers is 17.0. The table displays all possible samples of size 2 and the corresponding median for each sample.Using the medians in the table, is the sample median an unbiased estimator?

Question illustration
A
Yes, 50% of the sample medians are 17 or more, and 50% are below.
B
Yes, the mean of the sample medians is 16.8, which is the same as the mean age of the officers.
C
No, the mean of the sample medians is 16.8, which is not the same as the median age of the officers.
D
No, the median of the sample medians is 16.75, which is not the same as the median age of the officers.
7

A statistics teacher has a large container of beads that she says contains 60% blue beads. A student randomly selects 50 beads. Let p = the true proportion of blue beads in the container. Under the assumption that the true proportion is 0.60, the student generated 200 values of .What does the dot above 0.74 represent?

Question illustration
A
There is a 1 in 200 chance that the true proportion of blue beads is 0.74.
B
In one simulated sample of 50 beads the proportion of blue beads is 0.74.
C
There is a 1 in 200 chance that the sample proportion of blue beads is 0.74.
D
In one simulated sample of 50 beads the true proportion of blue beads is 0.74.
8

The ages of the 5 officers for a school club are 18, 18, 17, 16, and 15. The mean of the ages of the officers is 16.8. The table displays all possible samples of size 2 and the corresponding mean for each sample.Using the means in the table, is the sample mean an unbiased estimator?

Question illustration
A
Yes, 50% of the sample means are above 16.8 and 50% are below.
B
Yes, the mean of the sample means is 16.8, which is the same as the mean age of the officers.
C
No, it is not possible to determine if the sample mean is an unbiased estimator.
D
No, none of the sample means was 16.8; the sample mean is not an unbiased estimator.
10

A statistics teacher has a large container of beads that she says contains 60% blue beads. A student randomly selects 50 beads, and 25 of them were blue. Let p = the true proportion of blue beads in the container. Under the assumption that the true proportion is 0.60, the student generated 200 values of .Is there evidence that the true proportion of blue beads in the container is less than 0.60?

Question illustration
A
Yes, a proportion of 0.5 proves that the true proportion of blue beads in the container is less than 0.6.
B
Yes, a proportion of 0.5 only occurred 5 times out of 200 simulated proportions; therefore, there is sufficient evidence that the true proportion of blue beads in the container is less than 0.6.
C
No, a proportion of 0.5 is only 0.1 less than a proportion of 0.6; therefore, there is insufficient evidence that the true proportion of blue beads in the container is less than 0.6.
D
No, a proportion of 0.5 or less occurred 16 times out of 200 simulated proportions; therefore, there is insufficient evidence that the true proportion of blue beads in the container is less than 0.6.

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