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Historical regression backtests

Backtest Arena

Pick a real historical event — see how the engine's coefficients would have predicted oil / CPI / equity drawdown / Doomsday-minute path. Adjust the scenario window to stress the model.

Pick a backtest

Predicted vs actual path

Predicted Brent Actual Brent (historical) Predicted equity

Regression coefficient table

Coefficients regressed against EIA spot Brent / WTI, BLS CPI, S&P 500 closes covering the listed event windows. The "live" multiplier scales prediction by current engine conflict / 50, so present-day stress amplifies the historical path.

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