In: Statistics and Probability
A poll reported that only 1283 out of a total of 1964 adults in a particular region said they had a "great deal of confidence" or "quite a lot of confidence" in the military. Assume the conditions for using the CLT are met. Complete parts (a) through c below.
A. Find a 95% confidence interval for the proportion that express a great deal of confidence or quite a lot of confidence in the military, and interpret this interval.Answer (____, ____) (3 decimal places)
Interpret this interval. Select the correct choice below and fill in the answer boxes to complete your choice. (Type integers or decimals rounded to three decimal places as needed.)
We are 95% confident that the population proportion of adults having a great deal or quite a lot of confidence in the military is between Answer ____ and _____
b. Find an 80% confidence interval. Interpret it.
The 80% confidence interval for the proportion that express a great deal of confidence or quite a lot of confidence in the military is Answer ____ and _____(Round to 3 decimal places as needed.)
Interpret this interval. Select the correct choice below and fill in the answer boxes to complete your choice. (Type integers or decimals rounded to three decimal places as needed.)
We are 80% confident that the population proportion of adults having a great deal or quite a lot of confidence in the military is between Answer _____ and _____
c. Which interval is wider? The width of the 95% confidence interval is 0.058and the width of the 80% confidence interval is Answer _____The 99% interval is wider. (Round to three decimal places as needed.)
a)
sample proportion, = 0.6533
sample size, n = 1964
Standard error, SE = sqrt(pcap * (1 - pcap)/n)
SE = sqrt(0.6533 * (1 - 0.6533)/1964) = 0.0107
Given CI level is 95%, hence α = 1 - 0.95 = 0.05
α/2 = 0.05/2 = 0.025, Zc = Z(α/2) = 1.96
Margin of Error, ME = zc * SE
ME = 1.96 * 0.0107
ME = 0.021
CI = (pcap - z*SE, pcap + z*SE)
CI = (0.6533 - 1.96 * 0.0107 , 0.6533 + 1.96 * 0.0107)
CI = (0.632 , 0.674)
We are 95% confident that the population proportion of adults
having a great deal or quite a lot of confidence in the military is
between Answer 0.632 and 0.674
b)
sample proportion, = 0.6533
sample size, n = 1964
Standard error, SE = sqrt(pcap * (1 - pcap)/n)
SE = sqrt(0.6533 * (1 - 0.6533)/1964) = 0.0107
Given CI level is 80%, hence α = 1 - 0.8 = 0.2
α/2 = 0.2/2 = 0.1, Zc = Z(α/2) = 1.28
Margin of Error, ME = zc * SE
ME = 1.28 * 0.0107
ME = 0.0137
CI = (pcap - z*SE, pcap + z*SE)
CI = (0.6533 - 1.28 * 0.0107 , 0.6533 + 1.28 * 0.0107)
CI = (0.64 , 0.667)
We are 80% confident that the population proportion of adults
having a great deal or quite a lot of confidence in the military is
between Answer 0.640 and 0.667
c)
width of the 80% confidence interval is 0.027