V-Lab
KOSPI 200 Volatility Index Spline-GARCH Volatility Analysis
Volatility prediction for Friday, October 2nd, 2026
1 Day
81.73%
increased by 1.57%
1 Week
89.98%
increased by 9.82%
1 Month
102.85%
increased by 22.69%
Analysis last updated: Friday, October 2, 2026 at 09:46 PM UTC
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News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 1, 2003 to Oct 1, 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 5 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 | 0.6433 | 7.55*** |
| αARCH | 0.1706 | 6.03*** |
| βGARCH | 0.6874 | 14.47*** |
Spline Coefficients
K=5
| γ1 | -0.0315 | -1.44 |
| γ2 | 0.0181 | 0.54 |
| γ3 | 0.0539 | 1.83* |
| γ4 | -0.1005 | -2.83*** |
| γ5 | 0.1355 | 2.95*** |
0.858
Persistence5d
Half-lifeτ
Spline-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.6433 | 7.55*** |
α ARCH Response to squared shocks | 0.1706 | 6.03*** |
β GARCH Volatility persistence | 0.6874 | 14.47*** |
Spline Coefficients
K=5
| γ1 | -0.0315 | -1.44 |
| γ2 | 0.0181 | 0.54 |
| γ3 | 0.0539 | 1.83* |
| γ4 | -0.1005 | -2.83*** |
| γ5 | 0.1355 | 2.95*** |
Persistence:
0.858
Half-life:
5 days
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