In: Statistics and Probability
A supplier manufactures rubber baby buggy bumpers for the bumper cars. A random sample of 256 bumpers is taken and the sample mean life is 3.5 years with a standard deviation of .5 years. The law requires 95% confidence of operation when scheduling bumper replacement. What are: a) the lower-limit [A] and b) the upper-limit [B] of the two-sided confidence interval?
Solution :
Given that,
Point estimate = sample mean = = 3.5
sample standard deviation = s = 0.5
sample size = n = 256
Degrees of freedom = df = n - 1 = 256 -1 = 255
At 95% confidence level
= 1-0.95% =1-0.95 =0.05
/2
=0.05/ 2= 0.025
t/2,df
= t0.025,255= 1.97
t /2,df = 1.97
Margin of error = E = t/2,df * (s /n)
= 1.97 * ( 0.5 / 256)
Margin of error = E = 0.062
The 95% confidence interval estimate of the population mean is,
- E < < + E
3.5 + 0.062 < < 3.5 +0.062
3.438 < < 3.562
(3.438,3.562)
lower limit = 3.438
Upper limit = 3.562