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)