In: Statistics and Probability
The ability to find a job after graduation is very important to GSU students as it is to the students at most colleges and universities.
Suppose we take a poll (random sample) of 3613 students classified as Juniors and find that 2956 of them believe that they will find a job immediately after graduation.
What is the 99% confidence interval for the proportion of GSU Juniors who believe that they will, immediately, be employed after graduation.
Solution :
Given that,
n = 3613
x = 2956
Point estimate = sample proportion = = x / n = 2956/3613=0.818
1 - = 1- 0.818 =0.182
At 99% confidence level the z is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
Z/2 = Z0.005 = 2.576 ( Using z table )
Margin of error = E = Z / 2 * (((( * (1 - )) / n)
= 2.576* (((0.818*0.182) /3613 )
E = 0.017
A 99% confidence interval for proportion p is ,
- E < p < + E
0.818-0.017 < p < 0.818+0.017
0.801< p < 0.835