Question

In: Statistics and Probability

17 Suppose we want to estimate the proportion of teenagers (aged 13-18) who are lactose intolerant....

17

Suppose we want to estimate the proportion of teenagers (aged 13-18) who are lactose intolerant. If we want to estimate this proportion to within 5% at the 95% confidence level, how many randomly selected teenagers must we survey?

18

You want to obtain a sample to estimate a population proportion. Based on previous evidence, you believe the population proportion is approximately p∗=61%. You would like to be 95% confident that your esimate is within 3% of the true population proportion. How large of a sample size is required?

n =

32

Using your favorite statistics software package, you generate a scatter plot with a regression equation and correlation coefficient. The regression equation is reported as

y=78.78x+19.44

and the r=0.09.

What percentage of the variation in y can be explained by the variation in the values of x?
r² = % (Report exact answer, and do not enter the % sign)

Solutions

Expert Solution

Solution:

17 Suppose we want to estimate the proportion of teenagers (aged 13-18) who are lactose intolerant. If we want to estimate this proportion to within 5% at the 95% confidence level, how many randomly selected teenagers must we survey?

Answer:

Where:

is the critical value at the 0.05 significance level.

Therefore, we have:

18. You want to obtain a sample to estimate a population proportion. Based on previous evidence, you believe the population proportion is approximately p∗=61%. You would like to be 95% confident that your estimate is within 3% of the true population proportion. How large of sample size is required?

Answer:

Where:

is the critical value at the 0.05 significance level.

Therefore, we have:

32. Using your favorite statistics software package, you generate a scatter plot with a regression equation and correlation coefficient. The regression equation is reported as

y=78.78x+19.44

and r=0.09.

What percentage of the variation in y can be explained by the variation in the values of x?
r² = % (Report exact answer, and do not enter the % sign)


Related Solutions

Suppose we want to estimate the proportion of teenagers (aged 13-18) who are lactose intolerant. If...
Suppose we want to estimate the proportion of teenagers (aged 13-18) who are lactose intolerant. If we want to estimate this proportion to within 5% at the 95% confidence level, how many randomly selected teenagers must we survey? If 15% of adults in a certain country work from home, what is the probability that fewer than 42 out of a random sample of 350 adults will work from home? (Round your answer to 3 decimal places)
1. (a) Public health authorities want to estimate the proportion of Australians aged 18-65 who caught...
1. (a) Public health authorities want to estimate the proportion of Australians aged 18-65 who caught the flu during winter 2018. If the true proportion is thought to be about 24%, how large a sample will be needed if we want to be 95% sure that our estimate will be within 0.02 of the true value? (b) Due to a change in the available funding, the sample actually used for estimating the prevalence of flu included 1,712 randomly-selected Australians aged...
[7 marks] (a) Public health authorities want to estimate the proportion of Australians aged 18-65 who...
[7 marks] (a) Public health authorities want to estimate the proportion of Australians aged 18-65 who caught the flu during winter 2018. If the true proportion is thought to be about 24%, how large a sample will be needed if we want to be 95% sure that our estimate will be within 0.02 of the true value? [3] (b) Due to a change in the available funding, the sample actually used for estimating the prevalence of flu included 1,712 randomly-selected...
1. (a) Public health authorities want to estimate the proportion of Australians aged 18-65 who caught...
1. (a) Public health authorities want to estimate the proportion of Australians aged 18-65 who caught the flu during winter 2019. If the true proportion is thought to be about 20%, how large a sample will we need if we want to be 90% sure that our estimate will be within 0.01 of the true value? (b) Due to a change in the available funding, the sample actually used for estimating the prevalence of ‘flu included 2,253 randomly-selected Australians aged...
We want to estimate the proportion of people who have or are carriers of hepatitis B...
We want to estimate the proportion of people who have or are carriers of hepatitis B in a certain country, using 90% confidence and with a desired margin of error of 1.5%. What size sample should be used if: a. no prior estimate of the desired proportion is known. (6 pts.) b. a pilot study suggests that the proportion is 6%
Suppose you want to estimate the proportion of voters who will vote for Mary Bills, a...
Suppose you want to estimate the proportion of voters who will vote for Mary Bills, a candidate for state senator. How many should you sample in order to estimate p with a margin of error of 2% and 90% confidence?
suppose that we want to estimate what proportion of the adult population of the United States...
suppose that we want to estimate what proportion of the adult population of the United States has high blood pressure, and we want to be “99% sure” that the error of our estimate will not exceed 2 percentage points. How large a sample will we need if (a) we have no idea what the true proportion might be; (b) we found research that states the true proportion lies on the interval from 5% to 20%
We are interested to estimate the proportion of the population who favor a candidate. Suppose that...
We are interested to estimate the proportion of the population who favor a candidate. Suppose that 210 of the people in a sample of 500 favored the candidate. (a) What is the proportion estimate, p-hat, and the standard error? (b) Find the 90% confidence interval for the proportion of the population who favor the candidate. Interpret result.
Smartphones: A Pew Research report indicated that 73% of teenagers aged 13–17 own smartphones. A random...
Smartphones: A Pew Research report indicated that 73% of teenagers aged 13–17 own smartphones. A random sample of 150 teenagers is drawn. a. Find the probability that more than 70% of the sampled teenagers own a smartphone. b. Find the probability that the proportion of the sampled teenagers who own a smartphone is between 0.76 and 0.80.
Suppose you want to estimate the true proportion of persons who regularly eat oatmeal for breakfast....
Suppose you want to estimate the true proportion of persons who regularly eat oatmeal for breakfast. You get a random sample of n=100 responses. From the sample, you find that 23 people regularly eat oatmeal. A) Construct a 99% confidence interval for the population proportion. B) Interpret the meaning of a confidence interval
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT