In: Statistics and Probability
The GPA of accounting students in a university is known to be normally distributed. A random sample of 31 accounting students results in a mean of 3.14 and a standard deviation of 0.15. Construct the 99% confidence interval for the mean GPA of all accounting students at this university.
Solution :
Given that,
Point estimate = sample mean =
= 3.14
Population standard deviation =
= 0.15
Sample size = n =31
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* ( /n)
= 2.576 * ( 0.15/ 31)
= 0.069
At 99% confidence interval is,
- E < < + E
3.14-0.069 < < 3.14+0.069
3.071< < 3.209