An alternative approach is using fuzzy-numbers. If evaluated with interval arithmetic you can do very long calculations involving uncertain numbers very fast and with strong mathematical guarantees.
It would especially outperform the Monte-Carlo approach drastically.
It would especially outperform the Monte-Carlo approach drastically.