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91Ó°ÊÓ

More homework Some skeptical Ap® Statistics students want to investigate the newspaper's claim in Exercise 11, so they choose an SRS of 100students from the school to interview. In their sample, 45students completed their homework last week. Does this provide convincing evidence that less than 60%of all students at the school completed their assigned homework last week?

a. What is the evidence that less than 60%of all students completed their assigned homework last week?

b. Provide two explanations for the evidence described in part (a).

We used technology to simulate choosing 250SRSs of size n=100n=100from a population of 2000students where 60%completed their assigned homework last week. The dotplot shows pp^the sample proportion of students who completed their assigned homework last week for each of the 250simulated samples.

c. There is one dot on the graph at 0.73. Explain what this value represents.

d. Would it be surprising to get a sample proportion of p=0.45p^=0.45or smaller in an SRS of size 100when p=0.60p=0.60? Justify your answer.

e. Based on your previous answers, is there convincing evidence that less than 60%of all students at the school completed their assigned homework last week? Explain your reasoning.

Short Answer

Expert verified

(a) The sample proportion is less than 60%i.e. 45%.

(b) It's also feasible that the sample proportion is lower than 60%because the population proportion is likewise lower than 60%.

(c) One basic random sampling of 100students revealed that 73of the 100had finished their assigned homework the previous week.

(d) Yes, it is surprising to get the sample proportion.

(e) Yes, there is a piece of convincing evidence that less than sixty percent of all students at the school completed their assigned homework last week.

Step by step solution

01

Part (a) Step 1: Given information

We need to find out the evidence for all the students completing their assigned work last week.

02

Part (a) Step 2: Explanation

We know that

The sample proportion is a division of the number of successes and sample size i.e. p^=xn=45100=0.45=45%

We should notice that the sample proportion of 45%is lower than the advertised 60%, implying that less than60% of all students at the school completed their assigned homework last week.

03

Part (b) Step 1: Given information

We need to find out the explanations for the evidence described in part (a).

04

Part (b) Step 2: Explanation

Because the population proportion is 60%and we obtained a sample with a sample proportion of only 45%by chance, the sample proportion could be less than 60%.

However, it's also feasible that the sample proportion is lower than 60%because the population proportion is likewise lower than 60%.

05

Part (c) Step 1: Given information

We need to find out the representation of value 0.73.

06

Part (c) Step 2: Explanation

Each dot in the dotplot indicates a sample proportion pfor a simple random sample (SRS) of 100students, where the sample proportion is the proportion of students in the sample who completed their assigned homework the previous week.

The dot at 0.73indicates a basic random sample of 100pupils, with 73of them having done their assigned homework the previous week (which then results in a sample proportion of 0.73).

07

Part (d) Step 1: Given information

We need to find whether it is surprising to get smaller SRS or not.

08

Part (d) Step 2: Explanation

We can see that there are no dots above 0.45and no dots to the left of 0.45in the following dotplot. As a result, obtaining a sample with a sample percentage of p=0.45is highly implausible when the population proportion is actually p=0.60, and we would be shocked if we obtained a sample with a sample proportion of p=0.45.

09

Part (e) Step 1: Given information

We need to find the convincing answer for part (d).

10

Part (e) Step 2: Explanation

We can see that there are no dots above 0.45and no dots to the left of 0.45in the following dotplot. This means that the sample proportion is very unlikely to be p=0.45when the population proportion is actually p=0.60, and we would be shocked if we got a sample with sample proportion p=0.45.

This suggests that less than 60%of all pupils at the school completed their given homework last week, according to credible information.

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Most popular questions from this chapter

Cereal A company's cereal boxes advertise that each box contains 9.65 ounces of cereal. In fact, the amount of cereal in a randomly selected box follows a Normal distribution with mean μ=9.70 ounces and standard deviation σ=0.03 ounce.

a. What is the probability that a randomly selected box of the cereal contains less than 9.65 ounces of cereal?

b. Now take an SRS of 5 boxes. What is the probability that the mean amount of cereal in these boxes is less than 9.65 ounces?

The probability distribution for the number of heads in four tosses of a coin is given by

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The number of undergraduates at Johns Hopkins University is approximately 2000 , while the number at Ohio State University is approximately 60,000. At both schools, a simple random sample of about 3%of the undergraduates is taken. Each sample is used to estimate the proportion p of all students at that university who own an iPod. Suppose that, in fact, p=0.80 at both schools. Which of the following is the best conclusion?

a. We expect that the estimate from Johns Hopkins will be closer to the truth than the estimate from Ohio State because it comes from a smaller population.

b. We expect that the estimate from Johns Hopkins will be closer to the truth than the estimate from Ohio State because it is based on a smaller sample size.

c. We expect that the estimate from Ohio State will be closer to the truth than the estimate from Johns Hopkins because it comes from a larger population.

d. We expect that the estimate from Ohio State will be closer to the truth than the estimate from Johns Hopkins because it is based on a larger sample size.

e. We expect that the estimate from Johns Hopkins will be about the same distance from the truth as the estimate from Ohio State because both samples are 3 % of their populations.

78 refer to the following setting. In the language of government statistics, you are "in the labor force" if you are available for work and either working or actively seeking work. The unemployment rate is the proportion of the labor force (not of the entire population) that is unemployed. Here are estimates from the Current Population Survey for the civilian population aged 25 years and over in a recent year. The table entries are counts in thousands of people.

Unemployment Suppose that you randomly select one person 25 years of age or older.

a. What is the probability that a randomly chosen person 25 years of age or older is in the labor force?

b. If you know that a randomly chosen person 25 years of age or older is a college graduate, what is the probability that he or she is in the labor force?

c. Are the events "in the labor force" and "college graduate" independent? Justify your answer.

A statistic is an unbiased estimator of a parameter when

a. the statistic is calculated from a random sample.

b. in a single sample, the value of the statistic is equal to the value of the parameter.

c. in many samples, the values of the statistic are very close to the value of the

parameter.

d. in many samples, the values of the statistic are centered at the value of the parameter.

e. in many samples, the distribution of the statistic has a shape that is approximately

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