In: Statistics and Probability
In a Pew Research Center poll, 2559 of 3011 adults surveyed said that they use the Internet. Construct a 95% confidence interval estimate of the proportion of all adults who use the Internet.
Solution :
Given that,
n = 3011
x = 2559
Point estimate = sample proportion =
= x / n = 2559/3011=0.850
1 -
= 1-0.850 =0.15
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 (((0.85*0.15)
/3011 )
= 0.013
A 95% confidence interval for population proportion p is ,
- E < p <
+ E
0.85-0.013 < p < 0.85+0.013
0.837 < p <0.863