In: Statistics and Probability
Automobile repair costs continue to rise with the average cost now at $367 per repair.† Assume that the cost for an automobile repair is normally distributed with a standard deviation of $88. Answer the following questions about the cost of automobile repairs.
(a)
What is the probability that the cost will be more than $490? (Round your answer to four decimal places.)
(b)
What is the probability that the cost will be less than $260? (Round your answer to four decimal places.)
(c)
What is the probability that the cost will be between $260 and $490? (Round your answer to four decimal places.)
(d)
If the cost for your car repair is in the lower 5% of automobile repair charges, what is your maximum possible cost in dollars? (Round your answer to the nearest cent.)
Answer:
Given that ,
mean = \mu = $367
standard deviation = \sigma = $88
a)
P(x > 490) = 1 - P(x <490 )
= 1 - P((x - \mu ) / \sigma< ( 490-367) / 88)
= 1 - P(z <1.39)
= 1 - 0.9177 (Using standard normal table)
= 0.0823
Probability = 0.0823
P(x >490 ) = 0.0823
b)
P(x <260 ) = P((x - \mu ) / \sigma < (367-260 ) / 88)
= P(z < -1.21)
= 0.1131 Using standard normal table,
P(x < 260) =0.1131
Probability = 0.1131
c)
P(260 < x <490 ) = P((260-367 / 88) < (x - \mu ) / \sigma < (490-367 ) / 88) )
P(260 < x <490 ) = P( -1.21< z <1.39)
P(260 < x <490 ) = P(z < 01.39) - P(z <-
1.21 )
P(260 < x <490 ) = 0.9177 - 0.1131
P(290 < x <490 ) = 0.8046
Probability = 0.8046
d)
Using standard normal table,
P(Z < z) = 5%
P(Z < z) = 0.05
P(Z < -1.645 ) = 0.05
z = -1.645
Using z-score formula,
x = z * \sigma + \mu
x = -1.645 * 88 + 367
x = 222.24
Maximum cost = $ 222