In: Statistics and Probability
A sample of 75 concrete blocks had a mean mass of 38.3 kg with a standard deviation of 0.4 kg.
Find a 95% confidence interval for the mean mass of this type of concrete block. (Round the final answers to three decimal places.)
The 95% confidence interval is
Solution:
Note that, Population standard deviation() is unknown. So we use t distribution.
Our aim is to construct 95% confidence interval.
c = 0.95
= 1- c = 1- 0.95 = 0.05
/2 = 0.05 2 = 0.025
Also, d.f = n - 1 = 75 - 1 = 74
= = 0.025,74 = 1.993
( use t table or t calculator to find this value..)
The margin of error is given by
E = /2,d.f. * ( / n )
= 1.993 * (0.4 / 75)
= 0.09205272691
Now , confidence interval for mean() is given by:
( - E ) < < ( + E)
(38.3 - 0.09205272691) < < (38.3 + 0.09205272691)
38.208 < < 38.392
The 95% confidence interval is (38.208 , 38.392)