In: Statistics and Probability
The American Heart Association is about to conduct an anti-smoking campaign and wants to know the fraction of Americans over 2222 who smoke.
Step 2 of 2 :
Suppose a sample of 1421 Americans over 22 is drawn. Of these people, 953 don't smoke. Using the data, construct the 90% confidence interval for the population proportion of Americans over 22 who smoke. Round your answers to three decimal places.
Solution :
Given that,
n = 1421
x = 1421 - 953 = 468
Point estimate = sample proportion = = x / n = 468 / 1421 = 0.329
1 - = 1 - 0.329 = 0.671
At 90% confidence level
= 1 - 90%
=1 - 0.90 =0.10
/2
= 0.05
Z/2
= Z0.05 = 1.645
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 1.645 (((0.329 * 0.671) / 1421)
= 0.021
A 90% confidence interval for population proportion p is ,
± E
= 0.329 ± 0.021
= ( 0.308, 0.350 )