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V-Lab

AV Concept Holdings Ltd MF2-GARCH Volatility Analysis

Volatility prediction for Tuesday, August 25th, 2026

1 Day

75.74%

decreased by 2.48%

1 Week

78.72%

increased by 0.50%

1 Month

78.26%

increased by 0.04%

Analysis last updated: Tuesday, August 25, 2026 at 06:50 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of AV Concept Holdings Ltd MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 2, 2007 to Aug 21, 2026

Model Insight

This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 191% more than negative returns. Volatility rises more after gains than after losses, the reverse of the usual leverage effect and uncommon among risky assets.

σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

51
α

ARCH

Response to squared shocks

0.1541
5.86***
β

GARCH

Volatility persistence

0.4739
8.79***
γ

leverage

Additional response to negative shocks

-0.1011
-2.84***
λ₁

tau intercept

Baseline long-term coefficient

2.6245
0.12
λ₂

forecast adj.

Forecast performance sensitivity

0.1195
0.13
λ₃

tau persistence

Long-term factor persistence

0.7059
0.30

Persistence:

0.577

Half-life:

1 days