Vivakor Inc AGARCH Volatility Analysis
High-persistence model: shocks decay very slowly, so the theoretical long-run value may not be practically meaningful
Volatility prediction for Wednesday, July 22nd, 2026
1 Day
530.38%
decreased by 222.66%
1 Week
693.79%
decreased by 59.25%
1 Month
2,659.82%
increased by 1,906.78%
Analysis last updated: Tuesday, July 21, 2026 at 09:36 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Feb 15, 2022 to Jul 17, 2026Model Insight
Estimated persistence of 1.263 is at or above 1 (non-stationary): volatility shocks do not decay and the long-run variance is undefined, so long-horizon forecasts should be treated with caution.
σ
AGARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 11.6109 | 7.90*** |
α ARCH Response to squared shocks | 0.7721 | 9.56*** |
β GARCH Volatility persistence | 0.4909 | 39.58*** |
γ leverage Additional response to negative shocks | 0.6126 | 1.57 |
Persistence:
1.263
Half-life:
-
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