Market Regime
Rsi Mean Reversion on ISRG is rendered against the current asset snapshot: 1 month return -1.07% and 90 day volatility 27.27%.
The strategy context is a mixed one-month return regime with a moderate volatility regime, aligned to the same fact-card values shown above.
Historical Pattern
Historical analysis of mean reversion strategies applied to equity asset classes reveals specific structural vulnerabilities during regime transitions. Across 6,959 historical observations of specific regime transitions, the dominant failure mode observed was excessive drawdown. In a separate cohort analysis of 16 mean reversion strategies, the probability of excessive drawdown was 0.5436, and the observed survival rate was 0.0, indicating that all strategies in that sample failed during the historical simulation.
Workflow Pointer
This surface highlights a specific risk profile associated with mean reversion parameters. Use this information to understand the potential failure modes and conditions that challenge the strategy's performance. You can review the detailed backtest report to see how these drawdowns manifested over time. This analysis is based on historical data and does not predict future performance.