Quantitative modeling and simulationsPrompt 055
Model sequence-of-returns risk
Explains why average returns can mislead retirees.
Ready to ask
Prompt text
“Compare two portfolios with the same average return but different return sequences during the first ten years of retirement. Show how early losses affect depletion risk and which spending or allocation guardrails help most.”
Context Silvia can use
Retirement assets, spending and modeled return paths.
What a strong answer includes
Path comparison and guardrail results.
Useful follow-ups
- Add a 25% first-year decline.
- Test a two-year cash reserve.
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.
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