Repeat parts (b)-(e) of Exercise 7.17 for samples of size 3.

Short Answer

Expert verified

Part b. Constructing the sample of size 3 for the given population is given below,

S. No.SampleWealthMean Wealth (x¯)
1G,B,E72,59,41localid="1652647612479" 72+59+413=57.33
2G,B,C72,59,3672+59+363=55.67
3G,B,D72,59,3672+59+363=55.67
4G,B,W72,59,3572+59+353=55.33
5G,E,C72,41,3672+41+363=49.67
6G,E,D72,41,3672+41+363=49.67
7G,E,W72,41,3572+41+353=49.33
8G,C,D72,36,3672+36+363=48
9G,C,W72,36,3572+36+353=47.67
10G,D,W72,36,3572+36+353=47.67
11B,E,C59,41,3659+41+363=45.33
12B,E,D59,41,3659+41+363=45.33
13B,E,W59,41,3559+41+353=45
14B,C,D59,36,3659+36+363=43.67
15B,C,W59,36,3559+36+353=43.33
16B,D,W59,36,3559+36+353=43.33
17E,C,D41,36,3641+36+363=37.67
18E,C,W41,36,3541+36+353=37.33
19E.D,W41,36,3541+36+353=37.33
20C,D,W36,36,3536+36+353=35.67

Part c. The dot plot is given below,

Part d. The chance that the sample mean is equal to the population mean is 0.

Part e. The probability that x¯is within 3billion of μis 40%.

Step by step solution

01

Part (b) Step 1. Given Information

We have been given these six people a population of interest.

02

Part (b) Step 2. Construct samples of size 3 of the given population. 

The samples of size 3 and the corresponding means is given below,

S. No.SampleWealthMean Wealth (x¯)
1G,B,E72,59,4172+59+413=57.33
2G,B,C72,59,3672+59+363=55.67
3G,B,D72,59,3672+59+363=55.67
4G,B,W72,59,3572+59+353=55.33
5G,E,C72,41,3672+41+363=49.67
6G,E,D72,41,3672+41+363=49.67
7G,E,W72,41,35role="math" localid="1652647747983" 72+41+353=49.33
8G,C,D72,36,3672+36+363=48
9G,C,W72,36,3572+36+353=47.67
10G,D,W72,36,3572+36+353=47.67
11B,E,C59,41,3659+41+363=45.33
12B,E,D59,41,3659+41+363=45.33
13B,E,W59,41,3559+41+353=45
14B,C,D59,36,3659+36+363=43.67
15B,C,W59,36,3559+36+353=43.33
16B,D,W59,36,3559+36+353=43.33
17E,C,D41,36,3641+36+363=37.67
18E,C,W41,36,3541+36+353=37.33
19E.D,W41,36,3541+36+353=37.33
20C,D,W36,36,3536+36+353=35.67

Here, Bill Gates is represented by G, Warren Buffett is represented by B, Larry Ellison is represented by E, Charles Koch is represented by C, David Koch is represented by D and Chris Walton is represented by W.

03

Part (c) Step 1. Construct the dot plot. 

On constructing the dot plot for the sampling distribution of the sample mean,

04

Part (d) Step 1. Find the chance that the sample mean will equal the population mean. 

The population mean wealth for six people is μ=46.5billion.

From the table in part (b), it is clear that none of the sample means is equal to the population mean. Also, the number of samples size 3 is 20.

Thus,

P(x¯=μ)=020=0

So, there is zero chance that the sample mean is equal to the population mean.

05

Part (e) Step 1. Find the probability that x¯ is within 3 billion of μ

We need to find P(μ-3x¯μ+3)

Here, μ=46.5.

So from the table constructed in part b, it can be seen that there are 8sample means in the range 46.5-3,46.5+3=43.5,49.5.

Also, the number of samples size 3 is 20.

Thus,

P(μ-3x¯μ+3)=820=0.40

So, there is a probability of 40% that the mean wealth of the three people obtained will be within 3 billion of the population mean.

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Most popular questions from this chapter

7.48 Menopause in Mexico. In the article "Age at Menopause in Puebla. Mexico" (Human Biology, Vol. 75, No, 2, Pp. 205-206), authors L. Sievert and S. Hautaniemi compared the age of menopause for different populations. Menopause, the last menstrual period, is a universal phenomenon among females. According to the article, the mean age of menopause, surgical or natural, in Puebla, Mexico is 44.8years with a standard deviation of 5.87years. Let x~denote the mean age of menopause for a sample of females in Puebla, Mexico.
a. For samples of size 40, find the mean and standard deviation of x¯. Interpret your results in words.
b. Repeat part (a) with n=120.

The following graph shows the curve for a normally distributed variable. Superimposed are the curves for the sampling distributions of the sample mean for two different sample sizes.

a. Explain why all three curves are centered at the same place.

b. Which curve corresponds to the larger sample size? Explain your answer.

c. Why is the spread of each curve different?

d. Which of the two sampling-distribution curves corresponds to the sample size that will tend to produce less sampling error? Explain your answer.

c. Why are the two sampling-distribution curves normal curves?

America's Riches. Each year, Forbes magazine publishes a list of the richest people in the United States. As of September l6, 2013, the six richest Americans and their wealth (to the neatest billion dollars) are as shown in the following table. Consider these six people a population of interest.

(a) For sample size of 6construct a table similar to table 7.2 on page293 what is the relationship between the only possible sample here and the population?

(b) For a random sample of size 6determine the probability that themean wealth of the two people obtained will be within 3(i.e,3 billion) of the population mean. interpret your result in terms of percentages.

NBA Champs Repeat parts (b) and (c) of Exercise 7.41 for samples of size 5. For part (b), use your answer to Exercise 7.15(b).

A statistic is said to be an unbiased estimator of a parameter if the mean of all its possible values equals the parameter; otherwise, it is said to be a biased estimator. An unbiased estimator yields, on average, the correct value of the parameter, whereas a biased estimator does not.

Part (a): Is the sample mean an unbiased estimator of the population mean? Explain your answer.

Part (b): Is the sample median an unbiased estimator of the population mean? Explain your answer.

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