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V-Lab

XTB S A MF2-GARCH Volatility Analysis

Volatility prediction for Monday, August 24th, 2026

1 Day

62.96%

decreased by 1.43%

1 Week

62.40%

decreased by 1.99%

1 Month

61.44%

decreased by 2.95%

Analysis last updated: Saturday, August 22, 2026 at 07:57 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

All

graph of XTB S A MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Mar 4, 2021 to Aug 21, 2026

Model Insight

This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 255% 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

116
α

ARCH

Response to squared shocks

0.0463
4.53***
β

GARCH

Volatility persistence

0.8602
31.10***
γ

leverage

Additional response to negative shocks

-0.0333
-2.24**
λ₁

tau intercept

Baseline long-term coefficient

0.0108
0.14
λ₂

forecast adj.

Forecast performance sensitivity

0.0073
0.66
λ₃

tau persistence

Long-term factor persistence

0.9927
61.20***

Persistence:

0.890

Half-life:

6 days