Wilshire 5000 Total Market Index Spline-GARCH Volatility Analysis
Volatility prediction for Monday, November 9th, 2026
1 Day
25.48%
decreased by 1.74%
1 Week
24.96%
decreased by 2.26%
1 Month
23.22%
decreased by 4.00%
Analysis last updated: Saturday, November 7, 2026 at 05:03 AM UTC
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News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 1, 1990 to Nov 6, 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 20 trading days.
τ
Spline-GARCH Model
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Time-varying baseline: volatility reverts to a slowly-shifting spline trend
| Param | Value | t-stat |
|---|---|---|
| ωconst | 1.2401 | 7.79*** |
| αARCH | 0.1075 | 10.18*** |
| βGARCH | 0.8588 | 69.82*** |
Spline Coefficients
K=6
| γ1 | 0.0841 | 6.29*** |
| γ2 | -0.1325 | -6.12*** |
| γ3 | 0.0746 | 4.77*** |
| γ4 | -0.0501 | -3.68*** |
| γ5 | 0.0539 | 3.25*** |
| γ6 | -0.0603 | -2.38** |
0.966
Persistence20d
Half-lifeτ
Spline-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.2401 | 7.79*** |
α ARCH Response to squared shocks | 0.1075 | 10.18*** |
β GARCH Volatility persistence | 0.8588 | 69.82*** |
Spline Coefficients
K=6
| γ1 | 0.0841 | 6.29*** |
| γ2 | -0.1325 | -6.12*** |
| γ3 | 0.0746 | 4.77*** |
| γ4 | -0.0501 | -3.68*** |
| γ5 | 0.0539 | 3.25*** |
| γ6 | -0.0603 | -2.38** |
Persistence:
0.966
Half-life:
20 days
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