Sensitivity Analysis of Strategy Parameters with SALib
Overview
Strategies have hyperparameters: moving-average window, rebalance frequency, risk limits. Which parameters matter? SALib (Sensitivity Analysis Library) quantifies parameter importance via Sobol indices. Run backtest 1000× with varying parameters; analyze outputs. Discover: this parameter's variation matters; that one doesn't.