In: Statistics and Probability
You want to obtain a sample to estimate a population proportion. Based on previous evidence, you believe the population proportion is approximately 61%. You would like to be 90% confident that your estimate is within 1% of the true population proportion. How large of a sample size is required? n=_____
Solution :
Given that,
= 0.61
1 - = 1 - 0.61 = 0.39
margin of error = E = 1% = 0.01
At 90% confidence level
= 1 - 90%
= 1 - 0.90 =0.10
/2
= 0.05
Z/2
= Z0.05 = 1.645 ( Using z table )
Sample size = n = (Z/2 / E)2 * * (1 - )
= (1.645 / 0.01)2 * 0.61 * 0.39
=6437.63
=6438 rounded