In: Statistics and Probability
A study done by researchers at a university concluded that 90% of all student athletes in a country have been subjected to some form of hazing. The study is based on responses from 1700 athletes. What is the margin of error and the 95% confidence interval for the study?
Solution :
Given that,
n = 1700
Point estimate = sample proportion =
= 0.90
1 -
= 0.10
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
Margin of error = E = Z
/ 2 *
((
* (1 -
)) / n)
= 1.96 * (((0.90
* 0.10) / 1700)
= 0.014
A 95% confidence interval for population proportion p is ,
- E < p <
+ E
0.90 - 0.014 < p < 0.90 + 0.014
0.886 < p < 0.914