V-Lab
Quhuo Ltd Zero Slope Spline-GARCH Volatility Analysis
Inactive
Last recorded values (Tuesday, July 21st, 2026):
1 Day
309.19%
1 Week
317.66%
1 Month
321.60%
Analysis last updated: Monday, July 20, 2026 at 09:31 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jul 10, 2020 to Jul 17, 2026Model Insight
This model fits a time-varying baseline (a spline), so volatility mean-reverts toward a slowly-shifting long-run level rather than a constant. Short-run deviations decay with a half-life of 1 trading day.
τ
Zero Slope Spline-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.5499 | 2.96*** |
α ARCH Response to squared shocks | 0.2321 | 1.93* |
β GARCH Volatility persistence | 0.2666 | 1.22 |
Spline Coefficients
K=10
| γ1 | 0.7775 | 0.33 |
| γ2 | -0.3323 | -0.09 |
| γ3 | -0.7362 | -0.24 |
| γ4 | 0.5350 | 0.14 |
| γ5 | -3.2767 | -0.73 |
| γ6 | 10.8109 | 2.41** |
| γ7 | -19.7507 | -4.72*** |
| γ8 | 23.0989 | 7.78*** |
| γ9 | -14.8057 | -3.44*** |
| γ10 | 2.8837 | 0.78 |
Persistence:
0.499
Half-life:
1 days
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