
Explanation:
The correct answer is D.
In the model-based initial margin estimation, the initial margins increase in proportion to the size of the position without considering that the risk of a large and concentrated position is adequately covered. This is a significant risk as it can lead to underestimation of the risk associated with large and concentrated positions. The initial margin is meant to cover potential future exposure in the event of a default. However, if the margin increases merely in proportion to the size of the position, it may not adequately cover the risk of a large and concentrated position. This is because the risk of such a position is not linearly proportional to its size. For instance, a large and concentrated position may be subject to market illiquidity, making it difficult to liquidate without incurring significant losses. Therefore, the initial margin for such a position should be higher to cover this additional risk. If this is not taken into account in the model-based initial margin estimation, it can lead to significant losses for the central counterparty (CCP) in the event of a default.
Choice A is incorrect. The identification of the defaulting party is not a risk or problem that arises in the model-based initial margin estimation. This process focuses on calculating the initial margins for a financial contract, not identifying who might default on their obligations.
Choice B is incorrect. The allocation of loss due to a member's default to other clearing members does not pertain to the model-based initial margin estimation process. This issue relates more to the loss allocation mechanism (mutualization) of the CCP rather than to model risk in margin estimation.
Choice C is incorrect. The initial margins in a model-based approach are not estimated at a fixed dollar amount set by the CCP; rather, they are dynamically calculated using risk models that reflect the actual risk exposure of the position.
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Q.873 Which of the following model risks or model problems arise in the model-based initial margin estimation?
A
In the model-based initial margin estimation, the defaulting party is unidentified until he defaults on its obligations in the contract.
B
In the model-based initial margin estimation, the loss incurred due to the default of a member is allocated to the other clearing members.
C
In the model-based initial margin estimation, the initial margins are estimated at a fixed dollar amount margin requirement set by the central counterparty (CCP).
D
In the model-based initial margin estimation, the initial margins increase in proportion to the size of the position without considering that the risk of a large and concentrated position is adequately covered.