In: Statistics and Probability
If n = 5 , x(bar) =31, and s = 8, construct a confidence interval at a 80% confidence level. Give your answers to one decimal place.
Solution :
Given that,
Point estimate = sample mean = = 31
sample standard deviation = s = 8
sample size = n = 5
Degrees of freedom = df = n - 1 = 5-1= 4
At 80% confidence level the t is ,
= 1 - 80% = 1 - 0.8 = 0.2
/ 2 = 0.2 / 2 = 0.1
t /2,df = t0.1,4 = 1.533
Margin of error = E = t/2,df * (s /n)
= 1.533* (8 / 5)
E = 5.5
The 80% confidence interval estimate of the population mean is,
- E < < + E
31 - 5.5 < < 31 + 5.5
25.5 < < 36.5
(25.5,36.5)