Backtesting vs Time Series Cross-Validation

Backtesting is the process of running a trading strategy's logic against historical price data to produce a statistical performance estimate before committing any real capital to live deployment.

A rigorous validation technique for time-dependent models that respects temporal ordering by training on historical data and testing on chronologically subsequent data, preventing look-ahead bias and ensuring realistic performance evaluation.