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Consider stocks A and B whose annualised rate of return having the following characteristics Stock Standard Deviation A 12% B 15% Coefficient of correlation (r)

  1. Consider stocks A and B whose annualised rate of return having the following characteristics
StockStandard Deviation
A12%
B15%
  • Coefficient of correlation (r) between the two stocks is 0.3
  1. What is the daily 99% VaR of a portfolio consisting of $5 million of Stock A and $10 million of stock B? Given the 99% normal percentile is 2.33. Assume there are 252 trading days in a year
  2. What assumptions on the statistic model have you made in the calculation (i)?
  3. The following shows the return series of Stock C
DayDaily return of Stock C DayDaily Return of Stock C
112.0% 169.0%
212.0% 1716.0%
3-8.0% 18-1.0%
4-2.0% 197.0%
52.0% 2019.0%
64.0% 214.0%
7-2.0% 2214.0%
85.0% 2311.0%
99.0% 246.0%
1028.0% 2511.0%
11-50.0% 26-1.0%
1210.0% 27-2.0%
136.0% 282.0%
144.5% 296.5%
151.0% 303.2%


  1. What are the procedures required to find the 90% daily Value-at-Risk (VaR) of stock C using historical simulation?
  2. What is the 90% daily Value-at-Risk of $1million investment in Stock C?
  3. What is the 90% daily Expected Shortfall of an $1million investment in stock C?
  4. Using the results in part ii) and iii), explain why the expected shortfall is more desirable than value-at-risk when used in regulatory requirement

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