Backtesting

The process of testing a trading strategy against historical data to evaluate how it would have performed in the past. A strategy that looks brilliant on paper might fall apart under real-world conditions like slippage, commissions, and liquidity constraints. Overfitting -- tuning a strategy to perfectly match historical data -- is the cardinal sin of backtesting, producing systems that work beautifully in the past but fail spectacularly going forward.