V-Lab
Horizon Kinetics JPN QWN OPR MF2-GARCH Volatility Analysis
Volatility prediction for Monday, July 27th, 2026
1 Day
27.89%
decreased by 5.14%
1 Week
7,429,201,841.38%
increased by 7,429,201,808.35%
1 Month
456,456,350,596,636,960,000,000,000,000,000,000,000,000,000.00%
increased by 456,456,350,596,636,960,000,000,000,000,000,000,000,000,000.00%
Analysis last updated: Saturday, July 25, 2026 at 02:21 AM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
May 13, 2025 to Jul 24, 2026Model Insight
This asset exhibits a strong leverage effect: negative returns increase next-day volatility 101% more than equivalent positive returns.
σ
MF2-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 126 | |
α ARCH Response to squared shocks | 0.3417 | 56.40*** |
β GARCH Volatility persistence | 0.0079 | 20.42*** |
γ leverage Additional response to negative shocks | 0.3441 | 27.95*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0000 | 0.00 |
λ₂ forecast adj. Forecast performance sensitivity | 0.9421 | 27.06*** |
λ₃ tau persistence Long-term factor persistence | 0.0000 | 0.05 |
Persistence:
0.522
Half-life:
1 days
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