Walk-Forward Test

Definition

A walk-forward test alternates parameter optimisation on a rolling in-sample window with out-of-sample validation on the next window. By repeatedly fitting and testing on never-overlapping data, it estimates how the strategy would have performed if re-tuned periodically in production.