
Answer-first summary for fast verification
Answer: The lack of any vendors with centralized database necessitates the manual collection of peer data.
## Explanation This question asks which option is **NOT** a key issue related to external datasets in modeling operational losses. **Analysis of each option:** - **Option A**: "The lack of any vendors with centralized database necessitates the manual collection of peer data" - This is **NOT** a key issue because there are actually multiple vendors that provide centralized databases of operational loss data (such as ORX, SAS OpRisk Global Data, etc.). The statement is factually incorrect, making this the exception. - **Option B**: "The relevance question of whether past loss events at other institutions seem likely or even plausible for the user bank going forward" - This IS a key issue. External data may not be directly applicable to a specific institution due to differences in business models, controls, or risk profiles. - **Option C**: "The quantity question: there may not be enough data points in the external dataset that can supplement the internal loss data" - This IS a key issue. External datasets may have insufficient data for rare but severe loss events, limiting their usefulness for modeling tail risks. - **Option D**: "The under-reporting problem that not all loss events reach the public domain" - This IS a key issue. External datasets suffer from selection bias because only publicly reported losses are included, while many smaller or unreported losses are missing. **Correct Answer: A** - This is the exception because there are indeed vendors with centralized databases for operational loss data, contrary to what the statement claims.
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Each of the following is a key issue related to external datasets in modeling operational losses except:
A
The lack of any vendors with centralized database necessitates the manual collection of peer data.
B
The relevance question of whether past loss events at other institutions seem likely or even plausible for the user bank going forward.
C
The quantity question: there may not be enough data points in the external dataset that can supplement the internal loss data.
D
The under-reporting problem that not all loss events reach the public domain.
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