In: Statistics and Probability
Construct a 95% confidence interval to estimate the population mean using the data below. What assumptions need to be made about this population?
x̄ = 33 s= 9.9 n=27
The 95% confidence interval for the population mean is from a lower limit of _______ to an upper limit of _______ .
= 33
s =9.9
n =27
Degrees of freedom = df = n - 1 =27 - 1 = 26
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2= 0.05 / 2 = 0.025
t /2,df = t0.025,26 = 2.056 ( using student t table)
Margin of error = E = t/2,df * (s /n)
= 2.056* ( 9.9/ 27)
= 3.92
The 95% confidence interval estimate of the population mean is,
- E < < + E
33 - 3.92 < < 33+ 3.92
29.08 < < 36.92
(lower limit= 29.08 ,upper limit= 36.92)