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PRMIA Operational Risk Manager (ORM) Sample Questions:

1. Which of the following steps are required for computing the aggregate distribution for a UoM for operational risk once loss frequency and severity curves have been estimated:
I. Simulate number of losses based on the frequency distribution
II. Simulate the dollar value of the losses from the severity distribution III. Simulate random number from the copula used to model dependence between the UoMs IV. Compute dependent losses from aggregate distribution curves

A) I and II
B) All of the above
C) III and IV
D) None of the above

2. Which of the following statements is true in respect of a non financial manufacturing firm?
I. Market risk is not relevant to the manufacturing firm as it does not take proprietary positions II. The firm faces market risks as an externality which it must bear and has no control over III. Market risks can make a comparative assessment of profitability over time difficult IV. Market risks for a manufacturing firm are not directionally biased and do not increase the overall risk of the firm as they net to zero over a long term time horizon

A) I and II
B) IV only
C) III and IV
D) III only

3. A risk analyst peforming PCA wishes to explain80% of the variance. The first orthogonal factor has a volatility of 100, and the second 40, and the third 30. Assume there are no other factors. Which of the factors will be included in the final analysis?

A) First and Second
B) Insufficient information to answer the question
C) First
D) First, Second and Third

4. Which of the following techniques is used to generate multivariate normal random numbers that are correlated?

A) Pseudo random number generator
B) Cholesky decomposition of the correlation matrix
C) Simulation
D) Markov process

5. If E denotes the expected value of a loan portfolio at the end on one year and U the value of the portfolio in the worst case scenario at the 99% confidence level, which of the following expressions correctly describes economic capital requiredin respect of credit risk?

A) E - U
B) E
C) U
D) U/E

Solutions: