In: Statistics and Probability
The Kansas Department of Revenue will take a random sample of state tax returns to estimate the proportion of taxpayers who have errors on their tax returns. What is the sample size required in order to have a maximum margin of error of 4 percentage points? (Choose the option closest to the correct value, show work.)
a. 625 b. 2500 c. 4 percent of the population
without prior estimate, let sample proportion
, p̂ = 0.5
sampling error , E =
0.04
Confidence Level , CL=
0.95
alpha = 1-CL =
0.05
Z value = Zα/2 =
1.960 [excel formula =normsinv(α/2)]
Sample Size,n = (Z / E)² * p̂ * (1-p̂) = (
1.960 / 0.04 ) ² *
0.50 * ( 1 - 0.50 ) =
600.2279
so,Sample Size required=
601
closest option is 625
so, answer = 625