In: Statistics and Probability
The quality control manager at a light bulb factory needs to estimate the mean life of a large shipment of light bulbs. The standard deviation is 108 hours. A random sample of 64 light bulbs indicated a sample mean life of 410 hours. Complete parts (a) through (d) below.
a. Construct a 95% confidence interval estimate for the population mean life of light bulbs in this shipment.
The 95% confidence interval estimate is from a lower limit of ___ hours to an upper limit of ___ hours.
Solution :
Given that,
= 410
= 108
n = 64
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.96
Margin of error = E = Z/2* ( /n)
= 1.96 * (108 / 64)
= 26.4600
At 95% confidence interval estimate of the population mean is,
- E < < + E
410 - 26.4600 < < 410 - 26.4600
383.5400< < 436.4600
(383.5400 , 436.4600)
lower limit of 385.5400 hours to an upper limit of 436.4600