Skip to main content
V-Lab

Hongxing Coldchain Hunan Co Ltd MF2-GARCH Volatility Analysis

Volatility prediction for Tuesday, July 14th, 2026

1 Day

31.76%

increased by 14.27%

1 Week

20,531,260,243,833.06%

increased by 20,531,260,243,815.57%

1 Month

43,750,986,274,597,280,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000.00%

increased by 43,750,986,274,597,280,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000.00%

Analysis last updated: Tuesday, July 14, 2026 at 06:35 PM UTC

Date Range:

from

to

6M ·

All

graph of Hongxing Coldchain Hunan Co Ltd MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 13, 2026 to Jul 10, 2026

Model Insight

This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 202% 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

26
α

ARCH

Response to squared shocks

0.7481
53.30***
β

GARCH

Volatility persistence

0.0000
γ

leverage

Additional response to negative shocks

-0.5000
-41.42***
λ₁

tau intercept

Baseline long-term coefficient

0.0000
0.00
λ₂

forecast adj.

Forecast performance sensitivity

0.2832
72.20***
λ₃

tau persistence

Long-term factor persistence

0.0000
0.02

Persistence:

0.498

Half-life:

1 days