InsidersTradesSigma
Performance & Risk Metrics
The longest consecutive period, measured in calendar days or trading days, during which a portfolio or signal experiences a continuous decline from peak to trough without recovery.
Maximum Drawdown Duration captures the temporal dimension of portfolio stress, complementing maximum drawdown magnitude in risk assessment. In quant scoring platforms, this metric is particularly valuable for insider trading and signal detection systems, as extended drawdown periods can indicate loss of predictive edge, regime change, or accumulated adverse selection. Unlike drawdown depth which measures severity in percentage terms, duration measures resilience and persistence of underperformance, directly impacting portfolio recovery probability and compounding effects on returns.
In the context of insider trading signals and factor models, extended maximum drawdown durations often correlate with information decay, heightened market microstructure noise, or crowding in high-conviction trades. Portfolio managers and compliance teams monitor this metric to distinguish temporary market dislocations from structural breaks in signal efficacy. Recovery factor and drawdown recovery speed serve as complementary measures, allowing practitioners to assess whether the strategy exhibits mean-reversion properties or exhibits persistent regime deterioration requiring intervention or rebalancing.