AnswersCA-Statistics and Probability BIntroduction to Confidence Intervals

Introduction to Confidence Intervals Answers

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A statistics class weighed 20 bags of grapes purchased from the store. The bags are advertised to contain 16 ounces, on average. The class calculated the 90% confidence interval for the true mean weight of bags of grapes from this store to be (15.875, 16.595) ounces. Is the store justified in stating that the average weight of the bags of grapes is 16 ounces?

A
The store is not justified in stating that the average weight of the bags is 16 ounces because the sample mean of 16.235 ounces is more than 16 ounces.
B
The store may be justified in stating that the average weight of the bags is 16 ounces because 16 ounces is in the confidence interval.
C
The store is justified in stating that the average weight of the bags is 16 ounces because 16 ounces is in the confidence interval.
D
The store is not justified in stating that the average weight of the bags is 16 ounces because the majority of the confidence interval is above 16 ounces.
3

A clinic measured the systolic blood pressure for a random sample of 10 patients. The resulting 95% confidence interval for the mean systolic blood pressure of all the patients at this clinic was (111.3, 129.5). A doctor commented that, on average, the patients at this clinic have high blood pressure, which is defined as blood pressure over 130. Based on the confidence interval, is the doctor’s statement justified?

A
Yes, because 130 is greater than the upper bound of the confidence interval.
B
Yes, because there were almost certainly some patients in the sample of 10 whose blood pressure was over 130.
C
No, because 130 is greater than the upper bound of the confidence interval.
D
No, because the sample mean blood pressure from the 10 sampled patients was 120.4.
4

A random sample of Roosevelt High School students was asked if they prefer taking notes on a computer or using a paper and pencil. Of the 180 students who were surveyed, 75 said they preferred using the computer. The resulting 99 percent confidence interval for the proportion of students who prefer taking notes on the computer was (0.322, 0.511). The school newspaper ran a story saying that less than half of the student body prefers taking notes on a computer. Based on the interval, is the newspaper justified in its statement?

A
Yes. The sample proportion of students who prefer taking notes on their computer was 0.417, which is less than 0.5.
B
Yes. Since nearly the entire confidence interval contains values less than 0.5, we can be certain that less than 50% of students prefer using a computer for notes.
C
No. Since the interval contains values above 0.5, it is plausible that more than 50% of students prefer using a computer for notes.
D
No. Since the interval contains values above 0.5, we can be certain that more than 50% of students prefer using a computer for notes.
5

A math teacher is investigating the problem of students losing their graphing calculators because their names aren’t written on them. In a random sample of 50 students, only 32 had their names written on their graphing calculators. The teacher constructs a 99% confidence interval for the proportion of all students at this school who have their names written on their graphing calculators and obtains (0.465, 0.815). What is the correct interpretation of this confidence interval?

A
The teacher can be 99% confident that a majority of students at this school write their names on their graphing calculators.
B
The teacher can be 99% confident that the interval from 46.5% to 81.5% captures the true proportion of students who write their names on their graphing calculators.
C
In 99% of samples taken, between 46.5% and 81.5% of the sampled students would write their names on their graphing calculators.
D
There is a 1% probability that the proportion of all students who write their names on their graphing calculators is either below 0.465 or above 0.815.
7

A college performs a survey of 424 randomly chosen graduates to estimate the proportion of alumni who are working in the field of their college degree. For example, if a student earned a degree in biology, do they work in the field of biology? Of the 424 alumni, 361 reported that they were working in the field of their college degree. A 98% confidence interval for the true proportion of graduates who are working in the field of their degree is (0.811, 0.892). What is the correct interpretation of the confidence interval?

A
98% of all polls of graduates like these will give sample proportions in the range from 0.811 to 0.892.
B
The percentage of all graduates who are working in the field of their degree is certainly between 0.811 and 0.892.
C
It can be stated with 98% confidence that the proportion of all graduates who are working in the field of their degree is captured by the interval from 0.811 to 0.892.
D
It can be stated with 98% confidence that the sample proportion of graduates who are working in the field of their degree is contained within the confidence interval.
9

A newspaper poll found that 54% of the respondents in a random sample of voters in the city plan to vote for candidate Roberts. A 95 percent confidence interval for the population proportion is 0.54 ± 0.06. What is the correct interpretation of the 95% confidence interval?

A
We are 95% confident that 54% of all voters would vote for Roberts.
B
There is a 5% chance that less than 48% or more than 60% of voters would vote for Roberts.
C
There is a 95% probability that Roberts would receive between 48% and 60% of the votes.
D
We are 95% confident that the interval from 0.48 to 0.60 captures the true proportion of voters who would vote for Roberts.
10

A study was done to estimate the mean commute time for a population of employed adults. A random sample of 25 employed adults in a particular city was taken, and the 95% confidence interval for mean commute time was calculated to be 34.42 ± 8.14 minutes. A councilman is advocating for road repairs and states that, in this city, people with jobs commute an average of 45 minutes to work each day. Does the confidence interval justify the councilman’s statement?

A
No, because 45 minutes is greater than the upper bound of the confidence interval.
B
Yes, because 45 minutes is greater than the upper bound of the confidence interval.
C
No, because the mean commute time from the 25 sampled adults was 34.42 minutes.
D
Yes, because there were almost certainly some people in the sample of 25 adults whose commute was greater than 45 minutes.

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