In: Statistics and Probability
The mean gas mileage for a hybrid car is 57 miles per gallon. Suppose that the gasoline mileage is approximately normally distributed with a standard deviation of 3.5 miles per gallon.
(a) What proportion of hybrids gets over 61 miles per gallon?
(b) What proportion of hybrids gets 52 miles per gallon or less?
(c) What proportion of hybrids gets between 59 and 62 miles per gallon?
(d) What is the probability that a randomly selected hybrid gets less than 46 miles per gallon?
Solution :
Given that,
mean = = 57
standard deviation = = 3.5
a ) P (x > 61)
= 1 - P (x < 61 )
= 1 - P ( x - / ) < ( 61 - 57 / 3.5 )
= 1 - P ( z < 4 / 3.5 )
= 1 - P ( z < 1.14 )
Using z table
= 1 -0.8729
= 0.1271
Probability = 0.1271
b ) P( x < 52 )
P ( x - / ) < ( 52 - 57 / 3.5 )
P ( z < - 5 / 3.5 )
P ( z < -1.43)
= 0.0764
Probability =0.0764
c ) P (59 < x < 62 )
P ( 59 - 57 / 3.5) < ( x - / ) < ( 62 -57 / 3.5)
P ( 2 / 3.5 < z < 5 / 3.5 )
P (0.57 < z < 1.43 )
P ( z < 1.43 ) - P ( z < 0.57 )
Using z table
= 0.9236 - 0.7157
= 0.2079
Probability = 0.2079
d ) P( x < 46 )
P ( x - / ) < ( 46 - 57 / 3.5 )
P ( z < -11 / 3.5 )
P ( z < -3.14 )
= 0.0008
Probability =0.0008