You want to obtain a sample to estimate a population proportion. At this point in time, you have no reasonable estimate for the population proportion. You would like to be 99.5% confident that your esimate is within 4% of the true population proportion. How large of a sample size is required?
Solution :
Given that,
= 0.5
1 - = 1 - 0.5 = 0.5
margin of error = E = 4% = 0.04
At 99.5% confidence level the z is ,
= 1 - 99.5% = 1 - 0.995 = 0.005
/ 2 = 0.005 / 2 = 0.0025
Z/2 = Z0.0025 = 2.807
sample size = n = (Z / 2 / E )2 * * (1 - )
= (2.807 / 0.04)2 * 0.5 * 0.5
= 1231
sample size = 1231
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