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Answer: Extremely rare events can happen even if the system is structurally stable.
## Explanation Option A is correct because: - **Extremely rare events can occur in structurally stable systems** - This is a fundamental concept in risk management. Even when a system appears stable and follows established patterns, extreme tail events can still occur due to the inherent randomness and complexity of financial markets. - **The GARP quote acknowledges this reality** - The statement mentions that risk events can be "very rare and extreme" OR "arise from unobserved structural changes." This means tail risk can come from either source: rare events in stable systems OR structural changes. - **Contrast with other options**: - Option B is incorrect because we do have statistical techniques (extreme value theory, stress testing, scenario analysis) to analyze tail risk, though they have limitations. - Option C is incorrect because structural changes can significantly impact all forms of risk, including expected loss, unexpected loss, and especially tail risk. - Option D is incorrect because financial markets are fundamentally different from natural or mechanical systems due to human behavior, reflexivity, and the fact that market participants can change their behavior based on risk assessments. **Key Insight**: Tail risk represents the possibility of extreme losses that occur with very low probability but severe consequences, and these can happen even in systems that appear fundamentally stable.
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About tail risk, GARP observes, "Some risk events have a diabolical side that seems designed to outwit the human mind. This may be because such events are very rare and extreme or they arise from unobserved structural changes in a market." Which of the following statements about tail risk is TRUE?
A
Extremely rare events can happen even if the system is structurally stable.
B
The problem with tail risk is that we lack statistical techniques to help us make the tails visible.
C
Structural change by definition impacts neither expected loss nor unexpected loss nor tail risk.
D
The risk manager can approach tail risk in financial markets in the same way that she would approach a natural or mechanical system.
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