Walk-Forward Analysis
Walk-forward analysis tests a strategy by repeatedly tuning it on one window of data, then checking it on the next window it has not seen, and rolling that process forward through history. It mimics how you would actually use a strategy over time: build, test on new data, adjust, repeat. The goal is to see whether an edge survives across many periods rather than one lucky stretch.