In: Statistics and Probability
According to the recent survey conducted by Sunny Travel Agency, a married
couple spends an average of $500 per day while on vacation. Suppose a sample of 64 couples
vacationing at the Resort XYZ resulted in a sample mean of $490 per day and a sample standard
deviation of $100. Develop a 95% confidence interval estimate of the mean amount spent per day by
a couple of couples vacationing at the Resort XYZ.
Solution:
Note that, Population standard deviation()
is unknown. So we use t distribution.
Our aim is to construct 95% confidence interval.
c = 0.95
= 1- c = 1- 0.95 = 0.05
/2
= 0.05
2 = 0.025
Also, d.f = n - 1 = 64 - 1 = 63
=
=
0.025,63
= 1.998
( use t table or t calculator to find this value..)
The margin of error is given by
E = /2,d.f.
* (
/
n )
= 1.998 * (100 /
64 )
= 24.975
Now , confidence interval for mean()
is given by:
(
- E ) <
< (
+ E)
(490 - 24.975) <
< (490 + 24.975)
465.025 <
< 514.975
Required 95% confidence interval is (465.025 , 514.975)