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Shanghai Stock Exchange Composite Index MF2-GARCH Volatility Analysis

Volatility prediction for Monday, September 28th, 2026

1 Day

15.96%

increased by 1.61%

1 Week

16.43%

increased by 2.08%

1 Month

17.45%

increased by 3.10%

Analysis last updated: Thursday, September 24, 2026 at 08:04 AM UTC

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graph of Shanghai Stock Exchange Composite Index MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 2, 1991 to Sep 24, 2026

Model Insight

This asset exhibits a notable leverage effect: negative returns increase next-day volatility 59% more than equivalent positive returns.

σ

MF2-GARCH Model

Tap to view equation

Leverage: Negative returns increase volatility 59% more than positive returns
ParamValuet-stat
mwindow61
αARCH0.1063
4.78***
βGARCH0.7658
36.78***
γleverage0.0622
2.08**
λ₁tau intercept0.0201
1.81*
λ₂forecast adj.0.0727
3.68***
λ₃tau persistence0.9216
42.20***

0.903

Persistence

7d

Half-life
σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

61
α

ARCH

Response to squared shocks

0.1063
4.78***
β

GARCH

Volatility persistence

0.7658
36.78***
γ

leverage

Additional response to negative shocks

0.0622
2.08**
λ₁

tau intercept

Baseline long-term coefficient

0.0201
1.81*
λ₂

forecast adj.

Forecast performance sensitivity

0.0727
3.68***
λ₃

tau persistence

Long-term factor persistence

0.9216
42.20***

Persistence:

0.903

Half-life:

7 days