In: Statistics and Probability
44. An economist uses the price of a gallon of milk as a measure of inflation. She finds that
the average price is $3.82 per gallon and the population standard deviation is $0.33.
You decide to sample 40 convenience stores, collect their prices for a gallon of milk,
and compute the mean price for the sample.
What is the probability that the difference between the sample mean and the population
mean is less than $0.01? Please explain in details.
Solution :
Given that,
mean = = 3.82
standard deviation = = 0.33
n = 40
=
= / n = 0.33/ 40 = 0.05218
P( 3.81 < < 3.83) = P((3.31 - 3.82) / 0.05218<( - ) / < (3.83 - 3.82) / 0.05218))
= P( -0.19< Z < 0.19)
= P(Z < 0.19) - P(Z < -0.19) Using z table,
= 0.5753 - 0.4247
= 0.1506
The probability that the difference between the sample mean and the population
mean is less than $0.01 is 0.1506