Setforlife
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Coming from the engineering background, I don’t believe this is the approach that would be used in this case. We can and do use historical numbers all the time to estimate future requirements, eg 100 year storm wind figures to estimate shearing forces plus a large margin based on other factors. The large margin is where engineering (structural/civil) at least diverges from financial planning, as engineering worries about guarantee and say 99.99% will be ok, which isn’t probably reasonable in most financial plans. There is a long long way from 99% success to 99.99%An engineering friend of mine told me of a principle in engineering "You cannot add a more precise number to a less precise number." and I see accountants and financial planners doing that all the time.
Your earnings over the next 20 years, the rate of return on your investments, your health, are all less precise numbers.
Certainly not having perfect data or figures to work on would never prevent you trying to model the outcomes. Possibly engineering types are more likely to want to model as much as possible but I’ve certainly never heard anyone in engineering say there is no point as sure what could you do differently anyway. You model potential outcomes and you follow the process you’ve decided mitigating for the edge cases with risk based planning.
In these examples you generally wouldn’t do anything differently now, but you would have a plan developed for various scenarios to mitigate risk.