
Quantitative Strategy Stop-Loss Parameter Research Methodology: How to Find the Optimal Stop-Loss Distance Using Historical Data
Stop-Loss Parameter Research in Quantitative Strategies Stop-loss distance is one of the hardest parameters to pin down in a quantitative strategy. Set it too tight and you get whipsawed constantly; set it too loose and a single trade can blow through your risk budget. Tuning by intuition doesn’t convince anyone. A more reliable approach: systematically study historical data to understand how different stop-loss distances affect strategy performance, then identify parameter ranges that balance well across multiple evaluation dimensions. ...

