Question

In: Statistics and Probability

Use the frequency and severity distributions given to answer the following questions. Frequency Distribution Severity Distribution...

Use the frequency and severity distributions given to answer the following questions.

Frequency Distribution Severity Distribution
Losses Probability Loss Amount Probability
0 40% $400 20%
1 35% $700 45%
2 25% $900 35%

Mean=? Mean=$710

1. Calculate the mean of the frequency distribution.

2.Determined the total loss distribution. Show all of the possible losses and their associated probabilities. Prove that the probabilities add to one.

3. Calculate the mean of the total loss distribution and show that is equal to the mean of the severity distribution times the mean of the frequency distribution.

Solutions

Expert Solution

1.

Mean of the frequency distribution is

Losses

(f)

Probability

0 0.40 0 * 0.40 = 0.00
1 0.35 1 * 0.35 = 0.35
2 0.25 2 * 0.25 = 0.50
Total 1.00 0.85

Therefore mean of the frequency distribution =

2.

The total loss distribution L (=frequency * Severity) with possible losses and their associated probabilities are given below in the table:

frequency
(f)
Severity
(s)
Loss
L = (f*s)
Probability
p(L)
0 400 0 0.08
0 700 0 0.18
0 900 0 0.14
1 400 400 0.07
1 700 700 0.16
1 900 900 0.12
2 400 800 0.05
2 700 1400 0.11
2 900 1800 0.09
Total 1.00

Total probabilities of all possible losses

3.

Mean of the total Loss distribution from the Loss distribution table is

.. (I)

From (1)

  

... (II)

From (I) and (II)

Mean of the total loss distribution, is equal to the mean of the severity distribution times the mean of the frequency distribution


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