A loss X on a car has a mixed distribution with p = 0.95

Chapter 3, Problem 13E

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QUESTION:

Problem 13E

A loss X on a car has a mixed distribution with p = 0.95 on zero and p = 0.05 on an exponential distribution with a mean of $5000. If the loss X on a car is greater than the deductible of $500, the difference X−500 is paid to the owner of the car. Considering zero (if X ≤ 500) as a possible payment, determine the mean and the standard deviation of the payment.

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QUESTION:

Problem 13E

A loss X on a car has a mixed distribution with p = 0.95 on zero and p = 0.05 on an exponential distribution with a mean of $5000. If the loss X on a car is greater than the deductible of $500, the difference X−500 is paid to the owner of the car. Considering zero (if X ≤ 500) as a possible payment, determine the mean and the standard deviation of the payment.

ANSWER:

Solution 13E

Step1 of 3:

We have a random variable X which has mixed distribution with p = 0.95 on zero and p = 0.05

on an exponential distribution with a mean of $5000.

If the loss X on a car is greater than the deductible of $500, the difference X−500 is paid to the owner of the car.

We need to determine the mean and the standard deviation of the payment by Considering zero (if X ≤ 500) as a possible payment.

Step2 of 3:

random variable X which follows exponential distribution with parameter

The probability density function of exponential distribution is given by

Mean of the Exponential distribution is given by

                     =

                     =

                     =

                     =

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