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From:
Quantitative Finance & Algo Trading Blog by QuantInsti
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Retrospective Simulation for Trading
https://blog.quantinsti.com/retrospective-simulation-trading/
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Simulate alternate historical price paths using a non-parametric Brownian bridge to test trading strategies beyond the realised market history. See how retrospective simulation reveals risks of overfitting and enables more robust backtesting.