In: Statistics and Probability
Use the given degree of confidence and sample data to
construct a confidence interval for the population mean μ. Assume
that the population has a normal distribution.
n = 12, = 23.6, s = 6.6, 99% confidence
solution
Given that,
= 23.6
s =6.6
n = 12
Degrees of freedom = df = n - 1 =12 - 1 = 11
At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2 df = t0.005,11 = 3.106 ( using student t table)
Margin of error = E = t/2,df * (s /n)
= 3.106 * ( 6.6/ 12) = 5.92
The 99% confidence interval is,
- E < < + E
23.6 - 5.92 < < 23.6 + 5.92
17.68 < < 29.52