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V-Lab

Zhejiang Kingland Pipeline & Technologies Co Ltd MF2-GARCH Volatility Analysis

Volatility prediction for Monday, July 27th, 2026

1 Day

55.33%

decreased by 4.78%

1 Week

55.45%

decreased by 4.66%

1 Month

55.63%

decreased by 4.48%

Analysis last updated: Saturday, July 25, 2026 at 11:12 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Zhejiang Kingland Pipeline & Technologies Co Ltd MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jul 6, 2010 to Jul 24, 2026

Model Insight

This asset exhibits a modest leverage effect: negative returns increase next-day volatility 15% more than equivalent positive returns.

σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

96
α

ARCH

Response to squared shocks

0.1361
25.22***
β

GARCH

Volatility persistence

0.7801
107.20***
γ

leverage

Additional response to negative shocks

0.0198
2.57**
λ₁

tau intercept

Baseline long-term coefficient

1.5118
7.50***
λ₂

forecast adj.

Forecast performance sensitivity

0.8151
22.52***
λ₃

tau persistence

Long-term factor persistence

0.0000
0.00

Persistence:

0.926

Half-life:

9 days