Walk-Forward Analysis

Also known as: walk forward, walk forward optimization

Walk-forward analysis repeatedly optimises a strategy on a past window, tests it on the next unseen window, then rolls forward and repeats — stitching together a track record where every traded period was genuinely out-of-sample. It mimics real re-optimisation and is the gold standard for honest testing.