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Walk-Forward

Over-optimization

In-Sample / Out-of-Sample

Walk-Forward Analysis

Data Snooping

Curve Fitting

Robustness Testing

Edge Validation

Strategy Research Framework

Strategy Optimization

Regime-dependent Strategies

Strategy Decay

Continuous Strategy Improvement