Quantitative modeling and simulationsPrompt 066
Estimate risk contributions
Shows that a small allocation can be a large source of risk.
Ready to ask
Prompt text
“Calculate each holding’s contribution to total volatility and, where possible, tail risk. Compare capital weights with risk weights and identify positions contributing disproportionate risk.”
Context Silvia can use
Weights, covariance estimates and historical returns.
What a strong answer includes
Marginal and total risk-contribution table.
Useful follow-ups
- Group by asset class.
- What would equal-risk contribution look like?
Ask Silvia about your actual financial life
Connect the relevant accounts, add the goal or constraint that matters, and ask Silvia to show the evidence and assumptions behind the answer.