In: Statistics and Probability
A regional hardware chain is interested in estimating the proportion of their customers who own their own homes. There is some evidence to suggest that the proportion might be around 0.70. Given this, what sample size is required if they wish a 90 percent confidence level with a margin of error of ± .025?
About 355
Almost 1,300
Approximately 910
100
Solution :
Given that,
= 0.70
1 - = 1 - 0.70 = 0.30
margin of error = E = 0.025
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 / 0.025)2 * 0.70 * 0.30
=910
Sample size = 910