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V-Lab
V-Lab

Korea Stock Exchange KOSPI 200 Index Spline-GARCH Volatility Analysis

Volatility prediction for Friday, September 11th, 2026

1 Day

56.33%

decreased by 1.81%

1 Week

57.61%

decreased by 0.53%

1 Month

61.37%

increased by 3.23%

Analysis last updated: Saturday, September 12, 2026 at 12:51 AM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Korea Stock Exchange KOSPI 200 Index SGARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 3, 1990 to Sep 3, 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 16 trading days.

τ

Spline-GARCH Model

Tap to view equation

Time-varying baseline: volatility reverts to a slowly-shifting spline trend
ParamValuet-stat
ωconst0.9450
5.63***
αARCH0.0817
9.04***
βGARCH0.8765
68.49***
γi Spline Coefficients
K=10
γ1-0.0670
-1.55
γ20.1964
3.18***
γ3-0.2471
-5.69***
γ40.1048
2.32**
γ50.0869
1.96**
γ6-0.1400
-3.53***
γ70.0993
2.39**
γ80.0014
0.03
γ9-0.0916
-2.12**
γ100.2672
3.77***

0.958

Persistence

16d

Half-life
τ

Spline-GARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.9450
5.63***
α

ARCH

Response to squared shocks

0.0817
9.04***
β

GARCH

Volatility persistence

0.8765
68.49***
γi Spline Coefficients
K=10
γ1-0.0670
-1.55
γ20.1964
3.18***
γ3-0.2471
-5.69***
γ40.1048
2.32**
γ50.0869
1.96**
γ6-0.1400
-3.53***
γ70.0993
2.39**
γ80.0014
0.03
γ9-0.0916
-2.12**
γ100.2672
3.77***

Persistence:

0.958

Half-life:

16 days