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V-Lab
V-Lab

Korea Stock Exchange KOSPI Index Zero Slope Spline-GARCH Volatility Analysis

Volatility prediction for Monday, September 28th, 2026

1 Day

29.72%

decreased by 1.40%

1 Week

29.33%

decreased by 1.79%

1 Month

28.08%

decreased by 3.04%

Analysis last updated: Wednesday, September 23, 2026 at 09:11 AM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Korea Stock Exchange KOSPI Index S0GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 2, 1990 to Sep 23, 2026

Model 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 18 trading days.

τ

Zero Slope Spline-GARCH Model

Tap to view equation

Time-varying baseline: volatility reverts to a slowly-shifting spline trend
ParamValuet-stat
ωconst1.0675
5.82***
αARCH0.1006
10.13***
βGARCH0.8607
67.78***
∑γi Spline Coefficients
K=9
γ1-0.0277
-0.72
γ20.1351
2.44**
γ3-0.2517
-6.82***
γ40.2180
5.94***
γ5-0.0973
-2.45**
γ60.0208
0.57
γ70.0401
1.19
γ8-0.0399
-1.15
γ9-0.0131
-0.46

0.961

Persistence

18d

Half-life
τ

Zero Slope Spline-GARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

1.0675
5.82***
α

ARCH

Response to squared shocks

0.1006
10.13***
β

GARCH

Volatility persistence

0.8607
67.78***
∑γi Spline Coefficients
K=9
γ1-0.0277
-0.72
γ20.1351
2.44**
γ3-0.2517
-6.82***
γ40.2180
5.94***
γ5-0.0973
-2.45**
γ60.0208
0.57
γ70.0401
1.19
γ8-0.0399
-1.15
γ9-0.0131
-0.46

Persistence:

0.961

Half-life:

18 days