In: Statistics and Probability
A magazine company is planning to survey customers to determine the proportion who will renew their subscription for the coming year. The magazine wants to estimate the population proportion with 95% confidence and a margin of error equal to ±0.08.
What sample size is required?
The required sample size is customers. (Round up to the nearest whole number as needed.)
Solution :
Given that,
= 0.5
1 - = 1 - 0.5 = 0.5
margin of error = E = 0.08
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.96 ( Using z table ( see the 0.025 value in standard normal (z) table corresponding z value is 1.96 )
Sample size = n = (Z/2 / E)2 * * (1 - )
= (1.96 / 0.08)2 * 0.5 * 0.5
= 150
Sample size = 150 rounded