Develop a probability distribution for duration of a service


Discuss the following problem:

Q1. A technician services mailing machines at companies in the Phoenix area. Depending on the type of malfunction, the service call can take 1,2, 3, or 4 hours. The different types of malfunction occur at about the same frequency.

A. Develop a probability distribution for the duration of a service call.

B. Draw a graph of the probability distribution.

C. Show that your probability distribution satisfies the conditions required for a discrete probability function.

D. What is the probability a service call will take 3 hours?

E. A service call has just come in, but the type of malfunction is unknown. It is 3:00 PM and service technicians usually get off at 5:00 P.M.  What is the probability the service technician will have to work overtime to fix the machine today?

Q2.  A psychologist determined that the number of sessions required to obtain the trust of a new patients is either 1, 2, or 3. Let x be random variable indicating the number of sessions required to gain the patient's trust. The following probability function has been proposed.

F(x) = x/6 for x = 1, 2, or 3

A. is this probability function valid? Explain

B. what is the probability that it takes exactly 2 sessions to gain the patient's trust?

C. What is the probability that it takes at least 2 sessions to gain the patient's trust?

Q3: The following table provides a probability distribution for the random variable x.

x      f(x)

3      .25

6      .50

9      .25

A. Compute E(x), the expected value of x.

B. Compute σ, the variance of x.

C. Compute σ the standard deviation of x.

Q4: A volunteer ambulance service handles 0 to 5 service calls on any given day. The probability distribution for the number of service calls is as follows.

Number of service calls       probability    number of service calls      probability

        0                                          .10                             3            .20

        1                                          .15                             4             .15

        2                                          .30                             5             .10

a. What is the expected number of service calls?

b. What is the variance in the number of service calls? What is the standard deviation?

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Basic Statistics: Develop a probability distribution for duration of a service
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