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V-Lab

Warsaw Stock Exchange WIG Total Return Index MF2-GARCH Volatility Analysis

Volatility prediction for Wednesday, August 5th, 2026

1 Day

16.28%

increased by 1.65%

1 Week

16.76%

increased by 2.13%

1 Month

18.04%

increased by 3.41%

Analysis last updated: Wednesday, August 5, 2026 at 05:44 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Warsaw Stock Exchange WIG Total Return Index MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Apr 17, 1991 to Jul 31, 2026

Model Insight

This asset exhibits a strong leverage effect: negative returns increase next-day volatility 149% more than equivalent positive returns.

σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

21
α

ARCH

Response to squared shocks

0.0575
22.67***
β

GARCH

Volatility persistence

0.8045
98.84***
γ

leverage

Additional response to negative shocks

0.0859
17.87***
λ₁

tau intercept

Baseline long-term coefficient

0.0093
6.43***
λ₂

forecast adj.

Forecast performance sensitivity

0.0378
6.44***
λ₃

tau persistence

Long-term factor persistence

0.9577
152.16***

Persistence:

0.905

Half-life:

7 days