Suppose you want to estimate the proportion of traditional college students on your campus who own their own car. From research on other college campuses, you believe the proportion will be near 25%.
What sample size is needed if you wish to be 90% confident that your estimate is within 0.02 of the true proportion?
Solution:
Given that,
= 0.25
1 - = 1 - 0.25 = 0.75
margin of error = E = 0.02
At 90% confidence level the z is ,
= 1 - 90% = 1 - 0.90 = 0.10
/ 2 = 0.10 / 2 = 0.05
Z/2 = Z0.05 = 1.645
Sample size = n = ((Z / 2) / E)2 * * (1 - )
= (1.645 / 0.02)2 * 0.25 * 0.75
=1268
n = sample size = 1268
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