How robust are your backtests, really?
SUMMARY
INTRODUCTION
The objective of quantitative investing is to separate skill from luck by applying a rigorous, evidence-based approach to strategy evaluation. In practice, this means conducting backtests over long horizons that span multiple market regimes, using a realistic universe of tradable instruments, incorporating transaction and market impact costs, and validating results through out-of-sample tests or across different markets.