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V-Lab

XTB S A MF2-GARCH Volatility Analysis

Volatility prediction for Monday, August 10th, 2026

1 Day

70.13%

decreased by 1.64%

1 Week

68.03%

decreased by 3.74%

1 Month

63.87%

decreased by 7.90%

Analysis last updated: Saturday, August 8, 2026 at 07:56 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 7, 2026

Model Insight

This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 245% 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

0.0474
4.35***
β

GARCH

Volatility persistence

0.8520
27.65***
γ

leverage

Additional response to negative shocks

-0.0336
-2.12**
λ₁

tau intercept

Baseline long-term coefficient

0.0107
0.13
λ₂

forecast adj.

Forecast performance sensitivity

0.0072
0.61
λ₃

tau persistence

Long-term factor persistence

0.9928
56.90***

Persistence:

0.883

Half-life:

6 days