In: Statistics and Probability
A random sample of 20 students at a university showed an average age of 21.4 years and a sample standard deviation of 2.6 years. The 98% confidence interval for the true average age of all students in the university is?
Enter in the upper limit of your confidence interval
Solution :
Given that,
n = 20
= 21.4
s = 2.6
Note that, Population standard deviation()
is unknown..So we use t distribution.
Our aim is to construct 98% confidence interval.
c = 0.98
= 1 - c = 1 - 0.98 = 0.02
/2
= 0.02
2 = 0.01
Also, d.f = n - 1 = 20 - 1 = 19
=
=
0.01,19
= 2.539
( use t table or t calculator to find this value..)
The margin of error is given by
E = /2,d.f.
* (
/
n )
= 2.539* ( 2.6/
20 )
= 1.476
Now , confidence interval for mean()
is given by:
(
- E ) <
< (
+ E)
( 21.4 - 1.476 ) <
< ( 21.4 + 1.476 )
19.924 <
< 22.876
Required.98% confidence interval is ( 19.924 , 22.876 )
The upper limit of your confidence interval is 22.876