In: Statistics and Probability
Suppose a marketing company wants to determine the current proportion of customers who click on ads on their smartphones. It was estimated that the current proportion of customers who click on ads on their smartphones is 0.65. How many customers should the company survey in order to be 94% confident that the margin of error is 0.22 for the confidence interval of true proportion of customers who click on ads on their smartphones? Answer: (Round up your answer to nearest whole number,do not include any decimals)
Solution:
Given that,
= 0.65
1 - = 1 - 0.65= 0.35
margin of error = E = 0.22
At 94% confidence level the z is ,
= 1 - 94% = 1 - 0.94 = 0.06
/ 2 = 0.06 / 2 = 0.03
Z/2 = Z0.03 = 1.881
Sample size = n = ((Z / 2) / E)2 * * (1 - )
= (1.881 / 0.22 )2 * 0.65 * 0.35
= 16.63
n = sample size = 17