Quantij quantitative finance education and research

Seven Quantitative Backtesting Mistakes to Avoid

Avoid look-ahead bias, survivorship bias, leakage, overfitting and unrealistic transaction costs in quantitative backtests.

What this page covers

  • Look-ahead and survivorship bias
  • Data leakage and overfitting
  • Transaction costs and executable prices
  • Walk-forward evaluation