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V-Lab

XTB S A MF2-GARCH Volatility Analysis

Volatility prediction for Friday, July 24th, 2026

1 Day

62.48%

decreased by 2.04%

1 Week

61.44%

decreased by 3.08%

1 Month

59.85%

decreased by 4.67%

Analysis last updated: Friday, July 24, 2026 at 06:34 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

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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 Jul 17, 2026

Model Insight

Volatility shocks decay with a half-life of 4 trading days, meaning a shock loses half its impact after approximately 4 days.

σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

116
α

ARCH

Response to squared shocks

0.0533
3.79***
β

GARCH

Volatility persistence

0.8129
19.53***
γ

leverage

Additional response to negative shocks

-0.0372
-1.86*
λ₁

tau intercept

Baseline long-term coefficient

0.0098
0.09
λ₂

forecast adj.

Forecast performance sensitivity

0.0066
0.48
λ₃

tau persistence

Long-term factor persistence

0.9934
46.95***

Persistence:

0.848

Half-life:

4 days