In: Statistics and Probability
In determining automobile mileage ratings, it was found that the mpg in the city for a certain model is normally distributed, with a mean of 28 mpg and a standard deviation of 1.5 mpg. Suppose that the car manufacturer samples four cars from its assembly line and tests them for mileage ratings.
a. What is the distribution of the mean mpg for the sample?
b. What is the probability that the mean mpg of the sample will be greater than 30 mpg?
c. What is the probability that the mean mpg of the sample will be less than 27.5 mpg?
Solution :
a.
= / n = 1.5 / 4 = 0.75
b.
P( > 30) = 1 - P( < 30)
= 1 - P[( - ) / < (30 - 28) / 0.75]
= 1 - P(z < 2.67)
= 1 - 0.9962
= 0.0038
Probability = 0.0038
c.
P( < 27.5) = P(( - ) / < (27.5 - 28) / 0.75)
= P(z < -0.67)
= 0.2514
Probability = 0.2514