In: Statistics and Probability
The claim cost of an insurance company follows a normal distribution with an expected value of $500 million and a standard deviation of $100 million. Based on the above, work on the following questions.
In the graph, indicate the probability of insolvency of the insurer when it has an asset of $750 million. Please clearly label the axes.
Show the probability of insolvency of the insurer after the insurer raises $100 million of new capital.
Compute the probabilities of insolvency for the insurer when its total assets are respectively $750 and $850 million.
What is the firm’s value at risk at the 1% level?
(a)
| x | 750 | 
| µ | 500 | 
| σ | 100 | 
| z = (x - µ)/σ | 2.5 | 
| p-value | 0.9938 | 

(b)
| x | 600 | 
| µ | 500 | 
| σ | 100 | 
| z = (x - µ)/σ | 1 | 
| p-value | 0.8413 | 
(c)
| x | 750 | x | 850 | |
| µ | 500 | µ | 500 | |
| σ | 100 | σ | 100 | |
| z = (x - µ)/σ | 2.5 | z = (x - µ)/σ | 3.5 | |
| p-value | 0.9938 | p-value | 0.9998 | 
(d)
| z | -2.326348 | 
| x | 267.3652 |