In: Statistics and Probability
11. 140 people are polled and 60 of them say they support labeling foods that contain GMO’s. Build the 95% confidence interval for the true proportion of people that support labeling foods that contain GMO’s.
Solution :
Given that,
n = 140
x = 60
Point estimate = sample proportion = = x / n = 60/140=0.429
1 - = 1- 0.429 =0.571
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 (((0.429*0.571) / 140)
E = 0.082
A 95% confidence interval for population proportion p is ,
- E < p < + E
0.429-0.082 < p <0.429+0.082
(0.347 , 0.511)