You want to obtain a sample to estimate a population proportion. At this point in time, you have no reasonable preliminary estimation for the population proportion. You would like to be 80% confident that you estimate is within 2% of the true population proportion. How large of a sample size is required?
Solution :
Given that,
= 1 - = 0.5
margin of error = E = 2% = 0.02
At 80% confidence level the z is ,
= 1 - 80% = 1 - 0.8 = 0.2
/ 2 = 0.2 / 2 = 0.1
Z/2 = Z0.1 = 1.282
sample size = n = (Z / 2 / E )2 * * (1 - )
= (1.282 / 0.02)2 * 0.5 * 0.5
= 1027
sample size = 1027
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