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
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jul 6, 2010 to Jul 24, 2026Model 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
| Parameter | Value | t-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
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