In: Statistics and Probability
An assembly process includes a torque wrench that automatically tightens engine bolts. The wrench has a known process standard deviation of 4 foot pounds of torque. A sample of 25 bolts is selected and the average torque to which they have been tightened is 120 foot pounds. What is the 95% confidence interval for the average torque being applied by this wrench?
solution
Given that,
= 120
s =4
n = 25
Degrees of freedom = df = n - 1 =25 - 1 = 24
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,24 = 2.064 ( using student t table)
Margin of error = E = t/2,df * (s /n)
= 2.064 * (4 / 25) = 1.6512
The 95% confidence interval estimate of the population mean is,
- E < < + E
120-1.6512 < < 120+1.6512
118.3488 < 121.6512
( 118.3488,121.6512)