In: Statistics and Probability
Five hundred seventeen (517) homes in a certain southern
California community are randomly surveyed to determine if they
meet minimal earthquake preparedness recommendations. One hundred
seventy-one (171) of the homes surveyed met the minimum
recommendations for earthquake preparedness and 346 did not.
Find the confidence interval at the 90% confidence level for the
true population proportion of southern California community homes
meeting at least the minimum recommendations for earthquake
preparedness. (Round your answers to three decimal places.)
( _____ , _______ )
Solution :
Given that,
n = 517
x = 171
Point estimate = sample proportion = = x / n = 171 / 517 = 0.331
1 - = 1 - 0.331 = 0.669
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 (((0.331 * 0.669) / 517 )
= 0.034
A 90% confidence interval for population proportion p is ,
± E
= 0.331 ± 0.034
= ( 0.297, 0.365 )