In: Statistics and Probability
Assume that the helium porosity (in percentage) of coal samples taken from any particular seam is normally distributed.
Compute a 90% CI for the true average porosity of a certain seam if the average porosity for 50 specimens from the seam was 4.85 with a sample standard deviation of .65.
Given that,
= 4.85
s =0.65
n = 50
Degrees of freedom = df = n - 1 =50 - 1 =49
At 90% confidence level the t is ,
= 1 - 90% = 1 - 0.90 = 0.1
/ 2 = 0.1 / 2 = 0.05
t /2,df = t0.05,49= 1.677 ( using student t table)
Margin of error = E = t/2,df * (s /n)
=1.677 * (0.65 / 50) = 0.1542
The 90% confidence interval estimate of the population mean is,
- E < < + E
4.85- 0.1542< < 4.85+ 0.1542
4.6958 < < 5.0042
(4.6958, 5.0042 )