A 99% confidence interval estimate of the proportion of a population having a particular characteristic is needed. The estimate must have a margin of error of 0.025. How large must the sample size be?
Solution :
Given that,
= 0.5
1 - = 1 - 0.5 = 0.5
margin of error = E = 0.025
At 99% confidence level the z is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
Z/2 = Z0.005 = 2.576
sample size = n = (Z / 2 / E )2 * * (1 - )
= (2.576 / 0.025)2 * 0.5 * 0.5
= 2654.3 = 2655
sample size = 2655
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