In: Statistics and Probability
A simple random sample of size n equals 40 is drawn from a population. The sample mean is found to be x overbar equals 121.9 and the sample standard deviation is found to be s equals 12.9. Construct a 99% confidence interval for the population mean.
Lower bound:
Upper bound:
solution
Given that,
= 121.9
s =12.9
n = 40
Degrees of freedom = df = n - 1 = 40- 1 = 39
At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2 df = t0.005, 39= 2.708 ( using student t table)
Margin of error = E = t/2,df * (s /n)
= 2.708* ( 12.9/ 40) = 5.5234
The 99% confidence interval estimate of the population mean is,
- E < < + E
121.9 - 5.5234 < < 121.9 + 5.5234
116.3766 < < 127.4234
(116.3766,127.4234 )
Lower bound:116.3766
Upper bound:127.4234