V-Lab
Hong Kong Dollar MF2-GARCH Volatility Analysis
Volatility prediction for Monday, July 27th, 2026
1 Day
0.31%
decreased by 0.02%
1 Week
0.34%
increased by 0.01%
1 Month
0.44%
increased by 0.11%
Analysis last updated: Sunday, July 26, 2026 at 02:01 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 1990 to Jul 24, 2026Model Insight
With persistence 1.000, volatility shocks have a half-life of 1717 trading days (~6.8 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.
σ
MF2-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 116 | |
α ARCH Response to squared shocks | 0.2195 | 26.00*** |
β GARCH Volatility persistence | 0.7847 | 110.29*** |
γ leverage Additional response to negative shocks | -0.0092 | -0.62 |
λ₁ tau intercept Baseline long-term coefficient | 0.0259 | 0.65 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0000 | 0.00 |
λ₃ tau persistence Long-term factor persistence | 0.7401 | 1.68* |
Persistence:
1.000
Half-life:
1717 days
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