In: Statistics and Probability
Construct a 95% confidence interval to estimate the population proportion using the data below.
x equals 27
n equals 75
N equals 500
The 95% confidence interval for the population proportion is (____,____)
Solution :
Here n
, nq hat > 10
Given that,
Point estimate = sample proportion =
= x / n = 27 / 75 = 0.36
Z/2
= 1.96
Margin of error = E = Z
/ 2 *
((
* (1 -
)) / n)
= 1.96 * (((0.36
* 0.64) / 75)
= 0.109
A 95% confidence interval for population proportion p is ,
- E < p <
+ E
0.36 - 0.109 < p < 0.36 + 0.109
0.251 < p < 0.469
(0.251 , 0.469)