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Backtesting & Validation
Algorithmic Trading · Module 3Eliminating look-ahead/survivorship bias, Walk-Forward Optimization (WFO), and Monte Carlo drawdown stress testing.
Sub-Topics in this Module
This module is organized into 2 specialized sub-topics inside Algorithmic & Grid Trading Systems.
Walk-Forward & Out-of-Sample
Look-ahead bias traps, parameter stability plateaus, and rolling Walk-Forward Efficiency (WFE). (2 topics).
Monte Carlo & Live Drift
Bootstrap trade-order reshuffling, 95th-percentile drawdown bounds, and live vs backtest reconciliation. (2 topics).
Topics
- Walk-Forward & Out-of-Sample
Look-ahead bias traps, parameter stability plateaus, and rolling Walk-Forward Efficiency (WFE).
- Monte Carlo & Live Drift
Bootstrap trade-order reshuffling, 95th-percentile drawdown bounds, and live vs backtest reconciliation.