In: Statistics and Probability
In a random sample of 144 observations, = .7. The 95% confidence interval for p is
Solution :
Given that,
n = 144
Point estimate = sample proportion =
= 0.7
1 -
= 1-0.7 =0.3
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 (((0.7*0.3)
/144 )
E = 0.075
A 95% confidence interval for population proportion p is ,
- E < p <
+ E
0.7 - 0.075 < p < 0.7+0.075
0.625< p < 0.775