#backtest overfitting

Your Backtest Is Lying: 45 Tries Buy a Sharpe of 1 From Pure Noise

Random-noise strategies hit a backtest Sharpe of 1 after about 45 tries. What the research says, a simple simulation, and how to deflate your results.