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Research method

Monte Carlo analysis

Resampling or simulating outcomes to see the range a result could take, rather than the one path it did.

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Kernwell research

Involving Monte Carlo analysis

Systems & Engineering5 min
How to automate a trading strategy backtest
A backtest is a measurement of a rule under stated assumptions. Automating it means automating the assumptions — data hygiene, costs, look-ahead, and held-out data — so that every run can be reproduced and every result decomposed.
Kernwell Research Desk · 2026-09-17