The Customer Service Center in a large New York department store has determined that the amount of time spent with a customer about a complaint is normally distributed, with a mean of 9.1 minutes and a standard deviation of 2.3 minutes. What is the probability that for a randomly chosen customer with a complaint, the amount of time spent resolving the complaint will be as follows. (Round your answers to four decimal places.)
(a) less than 10 minutes
(b) longer than 5 minutes
(c) between 8 and 15 minutes
Solution :
(a)
P(x < 10) = P[(x - ) / < (10 - 9.1) / 2.3]
= P(z < 0.39)
= 0.6517
(b)
P(x > 5) = 1 - P(x < 5)
= 1 - P[(x - ) / < (5 - 9.1) / 2.3]
= 1 - P(z < -1.78)
= 0.9625
(c)
P(8 < x < 15) = P[(8 - 9.1) / 2.3) < (x - ) / < (15 - 9.1) / 2.3) ]
= P(-0.48 < z < 2.57)
= P(z < 2.57) - P(z < -0.48)
= 0.9949 - 03156
= 0.6793
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