Bayesian Backtesting: Incorporating Prior Beliefs
Overview
Frequentist backtest: 1000 trades, 52% win rate. Is this significant? Bayesian approach: assume prior (e.g., 50% win rate baseline), update with 1000-trade data. Posterior: 52% win rate, but credible interval wide. Bayesian credibility accounts for uncertainty.