In: Statistics and Probability
In a survey on supernatural experiences, 600 of 3000 randomly selected adult Americans surveyed reported that they had seen a ghost. Construct and interpret a 99% confidence interval for the proportion of all adult Americans who have seen a ghost. (Be sure to check all conditions necessary to your construction and interpret your interval in a sentence!)
SOLUTION:
Point estimate = sample proportion = = x / n = 600/3000=0.2
1 - = 1-0.2=0.8
At 99% confidence level the z is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
Z/2 = Z 0.005 = 2.576 ( Using z table )
Margin of error = E = Z / 2 * (((( * (1 - )) / n)
= 2.576* (((0.2*0.8) / 3000)
E = 0.019
A 99% confidence interval is,
- E < p < + E
0.2-0.019 < p < 0.2+0.019
0.181< p < 0.219
(0.181 , 0.219)