Your Strategy Has 87% Win Rate? Z-score Says: That's an Illusion
A paper trading strategy with 87.5% apparent win rate fails statistical validation—Z-score yields p=0.24, no significant difference from coin flipping. Using Bayesian adjustment and Overfitting Index (OFI) with 33 real trades to establish a strategy validation logic that avoids the small-sample high-win-rate trap.