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V-Lab

ZIP Co Ltd MF2-GARCH Volatility Analysis

Volatility prediction for Monday, August 24th, 2026

1 Day

145.82%

decreased by 39.65%

1 Week

112.95%

decreased by 72.52%

1 Month

100.69%

decreased by 84.78%

Analysis last updated: Saturday, August 22, 2026 at 08:42 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

All

graph of ZIP Co Ltd MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Apr 3, 2017 to Aug 21, 2026

Model Insight

This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 102% 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

36
α

ARCH

Response to squared shocks

0.3679
18.96***
β

GARCH

Volatility persistence

0.0976
4.13***
γ

leverage

Additional response to negative shocks

-0.1855
-6.43***
λ₁

tau intercept

Baseline long-term coefficient

4.4315
0.55
λ₂

forecast adj.

Forecast performance sensitivity

0.3976
0.63
λ₃

tau persistence

Long-term factor persistence

0.4655
0.52

Persistence:

0.373

Half-life:

1 days