In: Statistics and Probability
You must estimate the mean temperature (in degrees Fahrenheit) with the following sample temperatures:
84.6 |
81.1 |
95.7 |
65.5 |
90.8 |
80.6 |
Find the 90% confidence interval. Enter your answer as an
open-interval (i.e., parentheses)
accurate to two decimal places (because the sample data are
reported accurate to one decimal place).
90% C.I. =
Solution:
Given a sample of size n = 6
df = n - 1 = 5
First we find sample mean and sample SD s using calculator.
= 83.05
s = 10.395143096658
Note that, Population standard deviation() is unknown..So we use t distribution.
Our aim is to construct 90% confidence interval.
c = 0.90
= 1- c = 1- 0.90 = 0.10
/2 = 0.10 2 = 0.05
Also, d.f = n - 1 = 6 - 1 = 5
= = 0.05,5 = 2.015
( use t table or t calculator to find this value..)
The margin of error is given by
E = /2,d.f. * ( / n)
= 2.015 * (10.395143096658/ 6 )
= 8.55
Now , confidence interval for mean() is given by:
( - E ) < < ( + E)
(83.05 - 8.55) < < (83.05 + 8.55)
74.50 < < 91.60
Required 90% confidence interval is (74.50 , 91.60 )