In: Statistics and Probability
The GPA of accounting students in a university is known to be normally distributed. A random sample of 32 accounting students results in a mean of 2.64 and a standard deviation of 0.15. Construct the 95% confidence interval for the mean GPA of all accounting students at this university.
= Solution :
Given that,
Point estimate = sample mean =
= 2.64
Population standard deviation =
= 0.15
Sample size n =32
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
* (
/n)
= 1.96 * ( 0.15 / 32
)
=0.05
At 95% confidence interval
is,
- E <
<
+ E
2.64 - 0.5 <
< 2.64 + 0.5
2.14 <
< 3.14