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V-Lab

System1 Inc MF2-GARCH Volatility Analysis

Volatility prediction for Wednesday, August 26th, 2026

1 Day

142.10%

decreased by 11.88%

1 Week

149.96%

decreased by 4.02%

1 Month

189.73%

increased by 35.75%

Analysis last updated: Tuesday, August 25, 2026 at 09:51 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

All

graph of System1 Inc MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jun 17, 2020 to Aug 21, 2026

Model Insight

Volatility shocks decay with a half-life of 16 trading days, meaning a shock loses half its impact after approximately 16 days.

σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

61
α

ARCH

Response to squared shocks

0.1659
8.79***
β

GARCH

Volatility persistence

0.7720
14.67***
γ

leverage

Additional response to negative shocks

0.0400
1.20
λ₁

tau intercept

Baseline long-term coefficient

1.2628
0.68
λ₂

forecast adj.

Forecast performance sensitivity

0.2675
0.24
λ₃

tau persistence

Long-term factor persistence

0.7325
0.67

Persistence:

0.958

Half-life:

16 days