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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-3≤x¯≤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-3≤x¯≤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

Teacher Salaries. Data on salaries in the public school system are published annually in Ranking of the States and Estimates of School Statistics by the National Education Association. The mean annual salary of (public) classroom teachers is \(55.4thousand. Assume a standard deviation of \)9.2thousand. Do the following tasks for the variable "annual salary" of classroom teachers.

a. Determine the sampling distribution of the sample mean for samples of size 64Interpret your answer in terms of the distribution of all possible sample mean salaries for samples of 64classroom teachers.

b. Repeat part (a) for samples of size256

c. Do you need to assume that classroom teacher salaries are normally distributed to answer parts (a) and (b)? Explain your answer.

d. What is the probability that the sampling error made in estimating the population means salary of all classroom teachers by the mean salary of a sample of 64classroom teachers will be at most \(1000?

e. Repeat part (d) for samples of size\)256

Refer to Exercise 7.7 on page 295.

a. Use your answers from Exercise 7.7(b) to determine the mean, μs, of the variable x¯for each of the possible sample sizes.

b. For each of the possible sample sizes, determine the mean, μs, of the variable x¯, using only your answer from Exercise 7.7(a).

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

A variable of a population is normally distribution with mean μand standard deviation σ.

a. Identify the distribution of x.

b. Does your answer to part (a) depend on the sample size? Explain your answer.

c. Identify the mean and the standard deviation of x.

d. Does your answer to part (c) depend on the assumption that the variable under consideration is normally distributed? Why or why not?

Suppose that a random sample of size 1is to be taken from a finite population of size N.

a. How many possible samples are there?

b. Identify the relationship between the possible sample means and the possible observations of the variable under consideration.

c. What is the difference between taking a random sample of size 1from a population and selecting a member at random from the population?

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