In: Statistics and Probability
Assume that a sample is used to estimate a population proportion p. Find the margin of error E that corresponds to the given statistics and confidence level. Round the margin of error to four decimal places. 95% confidence; the sample size is 9900, of which 30% are successes.
Solution :
Given that,
n = 9900
Point estimate = sample proportion = = 0.30
1 - = 1- 0.30 =0.70
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 )
Margin of error = E = Z/2 * ((( * (1 - )) / n)
= 1.96 (((0.30*0.70) / 9900)
=0.009027
Margin of error = E =0.0090