In: Statistics and Probability
In a metal fabrication process, metal rods are produced to a specified target length of 15 feet (ft). Suppose that the lengths are normally distributed. A quality control specialist collects a random sample of 16 rods and finds the sample mean length to be 14.8 feet and a standard deviation of 0.65 feet. The 95% confidence interval for the true mean length of rods produced by this process is _______.
A.
14.454 to 15.146 ft
B.
14.345 to 15.255 ft
C.
13.912 to 15.688 ft
D.
13.834 to 15.766 ft
E.
14.544 to 15.056 ft
solution
Given that,
= 14.8
s =0.65
n = 16
Degrees of freedom = df = n - 1 = 16- 1 = 15
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,15 = 2.131 ( using student t table)
Margin of error = E = t/2,df * (s /n)
=2.131 * (0.65 / 16) = 0.346
The 95% confidence interval estimate of the population mean is,
- E < < + E
14.8- 0.346 < < 14.8 + 0.346
14.454< < 15.146
( 14.454,15.146 )