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 9.5 minutes and a standard deviation of 2.4 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 :
Given that ,
(a)
P(x < 10) = P[(x - ) / < (10 - 9.5) / 2.4]
= P(z < 0.21)
= 0.5832
Probability = 0.5832
(b)
P(x > 5) = 1 - P(x < 5)
= 1 - P[(x - ) / < (5 - 9.5) / 2.4)
= 1 - P(z < -1.88)
= 1 - 0.0301
= 0.9699
Probability = 0.9699
(c)
P(8 < x < 15) = P[(8 - 9.5)/ 2.4) < (x - ) / < (15 - 9.5) / 2.4) ]
= P(-0.63 < z < 2.29)
= P(z < 2.29) - P(z < -0.63)
= 0.989 - 0.2643
= 0.7247
Probability = 0.7247
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