Question

In: Statistics and Probability

1. Economists often track employment trends by measuring the proportion of people who are “underemployed,” meaning...

1. Economists often track employment trends by measuring the proportion of people who are “underemployed,” meaning they are either unemployed or would like to work full time but are only working part-time. In the summer of 2019, 18.5% of Americans were “underemployed.” The mayor of Detroit wants to show the voters that the situation is not as bad in his city as it is in the rest of the country. His staff takes a simple random sample of 400 Detroit residents and finds that 60 of them are underemployed.  

(a) Does the data give convincing evidence that the proportion of underemployed in Detroit is lower than elsewhere in the country? Perform the appropriate statistical test.

(b) The mayor’s political rival claims that the same poll actually fails to provide sufficient evidence that the underemployment rate in Detroit is any different from the rest of the country. Explain how it is possible for him to come to this conclusion.

(c) Suppose the true underemployment rate in Detroit is actually only 14%. If the mayor were to perform the exact same test again, what is the probability that the mayor’s test results in a Type II Error at the 5% level?

Solutions

Expert Solution


Related Solutions

Economists often track employment trends by measuring the proportion of people who are “underemployed,” meaning they...
Economists often track employment trends by measuring the proportion of people who are “underemployed,” meaning they are either unemployed or would like to work full time but are only working part-time. In the summer of 2019, 18.5% of Americans were “underemployed.” The mayor of Detroit wants to show the voters that the situation is not as bad in his city as it is in the rest of the country. His staff takes a simple random sample of 400 Detroit residents...
1. Economists often track employment trends by measuring the proportion of people who are “underemployed,” meaning...
1. Economists often track employment trends by measuring the proportion of people who are “underemployed,” meaning they are either unemployed or would like to work full time but are only working part-time. In the summer of 2019, 18.5% of Americans were “underemployed.” The mayor of Detroit wants to show the voters that the situation is not as bad in his city as it is in the rest of the country. His staff takes a simple random sample of 400 Detroit...
1. Economists often track employment trends by measuring the proportion of people who are “underemployed,” meaning...
1. Economists often track employment trends by measuring the proportion of people who are “underemployed,” meaning they are either unemployed or would like to work full time but are only working part-time. In the summer of 2019, 18.5% of Americans were “underemployed.” The mayor of Detroit wants to show the voters that the situation is not as bad in his city as it is in the rest of the country. His staff takes a simple random sample of 400 Detroit...
A researcher hypothesized that people who exercise regularly are not sick as often as people who...
A researcher hypothesized that people who exercise regularly are not sick as often as people who don’t exercise regularly. She randomly selected a group of exercisers and a group of non-exercisers and recorded the number of sick days they took of work for one year.  The data are recorded below.  Is there support for her hypothesis, α = .05? Non-exercisers            Exercisers 6          7                      3          5 8          12                    2 6          9                      8 9                                  4 Test the hypothesis using the 5-step procedure. (22 points) Calculate the 95% confidence interval. (4 points) Calculate and...
1) A study was conducted to determine the proportion of people who dream in black and...
1) A study was conducted to determine the proportion of people who dream in black and white instead of color. Among 323 people over the age of​ 55, 66 dream in black and​ white, and among 281people under the age of​ 25,15 dream in black and white. Use a 0.05 significance level to test the claim that the proportion of people over 55 who dream in black and white is greater than the proportion for those under 25. Complete parts​...
By keeping track of discouraged workers and underemployed workers, Statistics Canada gets a clearer picture of the true employment situation than if it looked at only the number of unemployed workers.
Discouraged searchers and underemployed workersBy keeping track of discouraged workers and underemployed workers, Statistics Canada gets a clearer picture of the true employment situation than if it looked at only the number of unemployed workers.Which of the following statements correctly describe discouraged searchers? Check all that apply.They are employed workers who want to earn higher wages.They are not in the labour force.They are part-time workers who want to work full-time.They would like to have jobs.Consider a hypothetical economy in which...
1.The Government is interested in the proportion of people who are either Satisfied or Very Satisfied...
1.The Government is interested in the proportion of people who are either Satisfied or Very Satisfied with current Government Change policies. They believe that they have the support of the majority of American. You are to conduct a hypothesis test to check their Claim. The random sample of 400 customers shows that 225 people were either Satisfied or Very Satisfied with the current Government policies. Write down the Null and Alternative hypotheses in both Symbols and Words for the above...
A proportion, p, of people who are alcoholics is 60%. A random sample of 130 people...
A proportion, p, of people who are alcoholics is 60%. A random sample of 130 people is done, and 63 of them confused to be an alcoholic. Can we reject the hypothesis that .05 level of significance? Show work.
1-Test the claim that the proportion of people who own cats is smaller than 60% at...
1-Test the claim that the proportion of people who own cats is smaller than 60% at the 0.05 significance level. The null and alternative hypothesis would be: A) H0:μ≥0.6H0:μ≥0.6    H1:μ<0.6H1:μ<0.6 B)    H0:μ=0.6H0:μ=0.6 H1:μ≠0.6H1:μ≠0.6 C)    H0:p=0.6H0:p=0.6 H1:p≠0.6H1:p≠0.6 D)    H0:μ≤0.6H0:μ≤0.6 H1:μ>0.6H1:μ>0.6 E)    H0:p≤0.6H0:p≤0.6 H1:p>0.6H1:p>0.6 F)    H0:p≥0.6H0:p≥0.6    H1:p<0.6H1:p<0.6 The test is: A) two-tailed B) right-tailed C) left-tailed Based on a sample of 300 people, 57% owned cats The p-value is:  (to 2 decimals) Based on this we:...
Use the follow information to answer questions 1-5. In a restaurant, the proportion of people who...
Use the follow information to answer questions 1-5. In a restaurant, the proportion of people who order coffee with their dinner is 0.75. A simple random sample of 200 patrons of the restaurant is taken. Calculate the expected value of the sample proportion. a. 0.25 b. 0.37 c. 0.75 Calculate the standard deviation of the sample proportion. a. 0.01 b. 0.03 c. 0.25 Using the two conditions, np ≥ 5, and n (1 - p) ≥ 5, can the sampling...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT