In: Statistics and Probability
It is believe that slightly over 65% of Americans own pets. How large a sample is necessary to estimate the true proportion within 0.02 with 90% confidence?
How large a sample is needed if you had no prior knowledge of the proportion?
Solution :
Given that,
= 0.65
1 - = 1 - 0.65 = 0.35
margin of error = E = 0.02
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 / 0.02)2 * 0.65* 0.35
=1539.05
Sample size = 1539