Question
In credit risk modeling, which of the following elements
must be assessed to calculate the potential expected loss faced by a bank? 1. Probability of Default (PD) 2. Loss Given Default (LGD) 3. Exposure at Default (EAD) 4. Expected Recovery RateSolution
To quantify credit risk, banks focus on three key parameters that together determine the expected loss (EL): • Probability of Default (PD): The likelihood that a borrower will fail to meet their debt obligations within a specified time horizon. • Loss Given Default (LGD): The proportion of exposure that cannot be recovered once default occurs (i.e., the percentage loss). • Exposure at Default (EAD): The total outstanding value at risk at the moment the borrower defaults. Mathematically, the formula is: Expected Loss (EL)=PD×LGD×EAD The Expected Recovery Rate is related but not considered a core component of the EL calculation—it is essentially the complement of LGD.
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