FactorSift Research Notes

Market research, backtesting, methodology, and practical use of AI in quantitative research.

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How to Backtest a Trading Strategy Without Fooling Yourself

Learn how to backtest trading strategies more honestly using train/test splits, out-of-sample validation, realistic costs, and protection against look-ahead bias and overfitting.

Published 2026-09-11 9 min read