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Economics
Date
May 14, 2024
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The fraction or ratio of a sample possessing a certain trait is called a:
Population.
Mean.
Confidence interval.
Proportion.
Proportion is the same as fraction is the same as ratio is the same as percentage.
References
Multiple Choice
Learning Objective: 08-03 Compute
and interpret a confidence interval
for a population mean when the
population standard deviation is
unknown.
An economist wants to estimate the proportion of Canadians who own their homes. A random sample of 800 people reveals 544 own their homes. Develop a 95%
confidence interval for the population proportion.
0.68 ± 0.053
0.68 ± 0.032
0.32 ± 0.032
0.68 ± 0.027
We have:
x = 544 people,
n
= 800 people, 95% confidence interval
For a 95% confidence interval z = 1.96.
First calculate the sample proportion: So, we estimate 68% of people own their homes. The 95% confidence interval is
.
References
Multiple Choice
Learning Objective: 08-03 Compute
and interpret a confidence interval
for a population mean when the
population standard deviation is
unknown.
✓
✓
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When do we apply the finite population correction factor?
When our sample size is 5% or more of our finite population size.
When we know exactly what the population size is.
Anytime we take a sample.
Anytime we are calculating a sample size.
References
Multiple Choice
Learning Objective: 08-06 Adjust a
confidence interval for a finite
population.
We know the total population is 3,000. 30% of the 500 people sampled say that they prefer hot dogs to hamburgers. Prepare a 95% confidence interval for the proportion
that prefer hot dogs.
26.00% to 34.00% prefer hot dogs.
26.33% to 33.67% prefer hot dogs.
16.67%
Cannot be determined from the information provided.
References
Multiple Choice
Learning Objective: 08-04 Compute
and interpret a confidence interval
for a population proportion.
Learning Objective: 08-05 Calculate the required sample size to estimate
a population mean or population proportion.
The necessary sample size depends on:
The level of confidence desired
The allowable margin of error
The variability in the population of study
The level of confidence desired, the allowable margin of error, and the variability in the population of study.
The necessary sample size depends on all three of the factors listed.
References
Multiple Choice
Learning Objective: 08-06 Adjust a
confidence interval for a finite
population.
✓
✓
✓
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A pilot study shows that 64% of people living in the downtown core are single. A market research company wants to verify this claim. The company requires a 95%
confidence interval. How many residents should be interviewed to keep the margin of error within 0.02 of the population proportion?
23
9604
2213
6147
We have:
p
= 0.64, E
= 0.02, 95% confidence interval
For a 95% confidence interval z = 1.96.
A random sample of 2213 people is required.
References
Multiple Choice
Learning Objective: 08-06 Adjust a
confidence interval for a finite
population.
A random sample of 300 drivers revealed that 96 of them had received a speeding ticket in the last 3 months. Construct a 95% confidence interval for the number of drivers
who receive speeding tickets over a three-month period.
0.32 ± 0.027
0.32 ± 0.001
0.32 ± 0.069
0.32 ± 0.053
We have:
x
= 96 drivers, n
= 300 drivers, 95% confidence interval
For a 95% confidence interval z = 1.96.
First calculate the sample proportion: So, we estimate 32% of drivers have received a speeding ticket in the past 3 months. The 95% confidence interval is
.
References
Multiple Choice
Learning Objective: 08-04 Compute
and interpret a confidence interval
for a population proportion.
✓
✓
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American Express cardholders are reported to spend more per purchase than either VISA or MasterCard cardholders. The average purchase at a giftware store is $70. The
owner conducts a random survey of 120 people who use their American Express card and finds 84 of them make purchases in excess of the average $70. Conduct a 90%
confidence interval for the number of American Express cardholders that make purchases greater than $70.
0.70 ± 0.002
0.70 ± 0.003
0.70 ± 0.069
0.70 ± 0.042
We have:
x
= 84 cardholders, n
= 120 cardholders, 90% confidence interval
For a 90% confidence interval z = 1.645.
First calculate the sample proportion: So, we estimate 70% of American Express cardholders spend in excess of the average purchase. The 90% confidence interval is
.
References
Multiple Choice
Learning Objective: 08-04 Compute
and interpret a confidence interval
for a population proportion.
A finite population is:
a large population.
an exactly known population size.
5% of the total population.
a population from which samples were taken.
References
Multiple Choice
Learning Objective: 08-05 Calculate
the required sample size to estimate
a population mean or population
proportion.
Determining a sample size depends on all of these except:
confidence level.
population size.
maximum allowable error.
variation in the population.
Determining sample size does not depend on the population size. Population size has no bearing on how large or small a sample size will be. If there is no prior estimate of
the population proportion, we use p
= 0.5 to maximize the sample size.
References
Multiple Choice
Learning Objective: 08-06 Adjust a
confidence interval for a finite
population.
✓
✓
✓
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Past surveys reveal that 40% of Florida winter vacationers spend more than $3000 per month on accommodation. Florida tourism wants to update this information. Using
the 90% confidence level and an error of 5%, what is the necessary sample size?
8
260
369
6495
n = (0.4)(1
−
0.4)(1.645/0.05)^2 = 259.8
References
Multiple Choice
Learning Objective: 08-06 Adjust a
confidence interval for a finite
population.
Sixty items are randomly selected from a population of 900. The number of defective items is found to be 12. Develop a 95% confidence interval for the population
proportion of defective items. (Round the final answers to 3 decimal places.)
The confidence interval is between 0.097
and 0.303
.
References
Worksheet
Learning Objective: 08-06 Adjust a
confidence interval for a finite
population.
Sixty items are randomly selected from a population of 900. The number of defective items is found to be 12. Develop a 95% confidence interval for the population
proportion of defective items. (Round the final answers to 3 decimal places.)
The confidence interval is between 0.102 ± 0.001
and 0.298 ± 0.001
.
Explanation:
0.102 to 0.298, found by
✓
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There are 300 welders employed at the Weller Shipyards Corporation. A sample of 30 welders revealed that 18 had graduated from a registered welding course.
Construct the 95% confidence interval for the proportion of all welders who graduated from a registered welding course. (Round the final answers to 3 decimal places.)
The confidence interval is between 0.424
and 0.776
.
References
Worksheet
Learning Objective: 08-06 Adjust a
confidence interval for a finite
population.
There are 300 welders employed at the Weller Shipyards Corporation. A sample of 30 welders revealed that 18 had graduated from a registered welding course.
Construct the 95% confidence interval for the proportion of all welders who graduated from a registered welding course. (Round the final answers to 3 decimal
places.)
The confidence interval is between 0.433 ± 0.001
and 0.767 ± 0.001
.
Explanation:
0.433 and 0.767, found by We want to estimate the population mean within 5, with a 99% level of confidence. The population standard deviation is estimated to be 15. How large a sample is
required? (Round the final answer to the nearest whole number.)
Sample size 60
References
Worksheet
Learning Objective: 08-05 Calculate
the required sample size to estimate
a population mean or population
proportion.
We want to estimate the population mean within 5, with a 99% level of confidence. The population standard deviation is estimated to be 15. How large a sample is
required? (Round the final answer to the nearest whole number.)
Sample size 60
Explanation:
60, found by
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Previous surveys estimated that 15% of students use the college gym. The manager would like to verify this estimate within plus or minus 0.05. At a 95% level of
confidence, how large a sample is required?
(Round the final answer to the nearest whole number.)
The sample size is 196
.
References
Worksheet
Learning Objective: 08-05 Calculate
the required sample size to estimate
a population mean or population
proportion.
Previous surveys estimated that 15% of students use the college gym. The manager would like to verify this estimate within plus or minus 0.05. At a 95% level of
confidence, how large a sample is required?
(Round the final answer to the nearest whole number.)
The sample size is 196
.
Explanation:
196, found by The estimate of the population proportion is to be within plus or minus 0.10, with a 99% level of confidence. The best estimate of the population proportion is 0.45. How
large a sample is required? (Round the final answer to the nearest whole number.)
Sample size 184
References
Worksheet
Learning Objective: 08-05 Calculate
the required sample size to estimate
a population mean or population
proportion.
The estimate of the population proportion is to be within plus or minus 0.10, with a 99% level of confidence. The best estimate of the population proportion is 0.45. How
large a sample is required? (Round the final answer to the nearest whole number.)
Sample size 165
Explanation:
165, found by
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Suppose that the prime minister wants an estimate of the proportion of the population that supports his current policy on health care. The prime minister wants the
estimate to be within 0.04 of the true proportion. Assume a 95% level of confidence. The prime minister’s political advisors estimated the proportion supporting the current
policy to be 0.60. (Round the final answers to the nearest whole number.)
a.
How large a sample is required?
577
b.
How large a sample would be necessary if no estimate were available for the proportion that supports current policy?
601
References
Worksheet
Learning Objective: 08-05 Calculate
the required sample size to estimate
a population mean or population
proportion.
Suppose that the prime minister wants an estimate of the proportion of the population that supports his current policy on health care. The prime minister wants the
estimate to be within 0.04 of the true proportion. Assume a 95% level of confidence. The prime minister’s political advisors estimated the proportion supporting the
current policy to be 0.60. (Round the final answers to the nearest whole number.)
a.
How large a sample is required?
577
b.
How large a sample would be necessary if no estimate were available for the proportion that supports current policy?
601
Explanation:
a.
577, found by b.
601, found by .
Furniture Land surveyed 600 consumers and found that 414 were enthusiastic about a new home dècor it plans to show in its store in High Point.
Construct the 99% confidence interval for the population proportion. (Round the final answers to 3 decimal places.)
Confidence interval for the population proportion is 0.641
and 0.739
.
References
Worksheet
Learning Objective: 08-04 Compute
and interpret a confidence interval
for a population proportion.
Furniture Land surveyed 600 consumers and found that 414 were enthusiastic about a new home dècor it plans to show in its store in High Point.
Construct the 99% confidence interval for the population proportion. (Round the final answers to 3 decimal places.)
Confidence interval for the population proportion is 0.641 ± 0.001
and 0.739 ± 0.001
.
Explanation:
Between 0.641 and 0.739, found by
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In a poll to estimate the prime minister’s popularity, each person in a random sample of 1000 voters was asked to agree with one of the following statements:
1. The prime minister is doing a good job. 2. The prime minister is doing a poor job.
3. I have no opinion.
A total of 560 respondents selected the first statement, indicating they thought the prime minister was doing a good job.
a.
Construct a 95% confidence interval for the proportion of respondents who feel the prime minister is doing a good job. (Round the final answers to 2 decimal
places.)
Confidence interval for the proportion is 0.53
up to 0.59
.
b.
On the basis of your interval in part (a), is it reasonable to conclude that a majority (more than half) of the population believes the prime minister is doing a good job? Yes
References
Worksheet
Learning Objective: 08-04 Compute
and interpret a confidence interval
for a population proportion.
In a poll to estimate the prime minister’s popularity, each person in a random sample of 1000 voters was asked to agree with one of the following statements:
1. The prime minister is doing a good job. 2. The prime minister is doing a poor job.
3. I have no opinion.
A total of 560 respondents selected the first statement, indicating they thought the prime minister was doing a good job.
a.
Construct a 95% confidence interval for the proportion of respondents who feel the prime minister is doing a good job. (Round the final answers to 2 decimal
places.)
Confidence interval for the proportion is 0.53 ± 0.01
up to 0.59 ± 0.01
.
b.
On the basis of your interval in part (a), is it reasonable to conclude that a majority (more than half) of the population believes the prime minister is doing a good job? Yes Explanation:
a.
p
= 560/1000 = 0.560, from 0.53 up to 0.59, found by 0.56 ± 1.96 b.
The lower point of the interval is greater than 0.50. So we can conclude the majority feel the President is doing a good job.
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You plan to conduct a survey to find what proportion of the workforce has two or more jobs. You decide on the 95% confidence level and state that the estimated
proportion must be within 2% of the population proportion. A pilot survey reveals that 5 of the 50 sampled hold two or more jobs.
How many in the workforce should be interviewed to meet your requirements? (Round the final answer to the nearest whole number.)
Number of persons to be interviewed 866
References
Worksheet
Learning Objective: 08-05 Calculate
the required sample size to estimate
a population mean or population
proportion.
You plan to conduct a survey to find what proportion of the workforce has two or more jobs. You decide on the 95% confidence level and state that the estimated
proportion must be within 2% of the population proportion. A pilot survey reveals that 5 of the 50 sampled hold two or more jobs.
How many in the workforce should be interviewed to meet your requirements? (Round the final answer to the nearest whole number.)
Number of persons to be interviewed 865
Explanation:
865, found by 0.10(0.90) = 864.36
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