In: Statistics and Probability
Use the sample data and confidence level given below to complete parts (a) through (d). A research institute poll asked respondents if they acted to annoy a bad driver. In the poll, n = 2592, and x =1096 who said that they honked. Use a 99 % confidence level.
a) Find the best point estimate of the population proportion p.
____ (Round to three decimal places as needed.)
b) Identify the value of the margin of error E.
E=____ (Round to four decimal places as needed.)
c) Construct the confidence interval.
___< p <___ (Round to three decimal places as needed.)
d) Write a statement that correctly interprets the confidence interval. Choose the correct answer below.
A.One has 99%confidence that the sample proportion is equal to the population proportion.
B.One has 99%confidence that the interval from the lower bound to the upper bound actually does contain the true value of the population proportion
C.99% of sample proportions will fall between the lower bound and the upper bound.
D.There is a 99%chance that the true value of the population proportion will fall between the lower bound and the upper bound.
Solution :
Given that,
n = 2592
x = 1096
Point estimate = sample proportion = = x / n = 1096 / 2590 = 0.423
1 - = 0.577
Z/2 = 2.576
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 2.576 * (((0.423 * 0.577) / 2592)
= 0.025
A 99% confidence interval for population proportion p is ,
- E < p < + E
0.423 - 0.025 < p < 0.425 + 0.025
0.398 < p < 0.448
B.One has 99%confidence that the interval from the lower bound to the upper bound actually does contain the true value of the population proportion