In: Statistics and Probability
Carbon monoxide? (CO) emissions for a certain kind of car vary with mean 3.977 ?g/mi and standard deviation 0.7 ?g/mi. A company has 60 of these cars in its fleet. Let y overbar represent the mean CO level for the? company's fleet. ?
a) What's the approximate model for the distribution of y overbar?? Explain.
?b) Estimate the probability that y overbar is between 4.1 and 4.3 ?g/mi. ?
c) There is only a 10?% chance that the? fleet's mean CO level is greater than what? value?
Solution:
Given that,
mean = = 3.977
standard deviation = = 0.7
n = 60
So,
a ) = 3.977
= ( /n) = (0.7 / 60 ) = 0.0904
b ) p ( 4.1 < < 4.3 )
= p ( 4.1 - 3.977 / 0.0904) < ( - / ) < ( 4.3 - 3.977 / 0.0904)
= p ( 0.102 / 0.0904 < z < 0.323 / 0.0904 )
= p ( 1.13 < z < 3.57 )
= p (z < 3.57 ) - p ( z < 1.13 )
Using z table
= 0.9998 - 0.8708
= 0.1290
Probability = 0.1290
c ) Using standard normal table,
P(Z > z) = 10%
1 - P(Z < z) = 0.10
P(Z < z) = 1 - 0.10 = 0.90
P(Z < 1.28 ) = 0.90
z = 1.28
Using z-score formula,
= z * +
= 1.28 * 0.7 + 3.977
= 4.873
Value = 4.873