V-Lab
ICE BofAML U.S. Bond Market Option Volatility Estimate Index APARCH Volatility Analysis
Volatility prediction for Monday, August 10th, 2026
1 Day
77.06%
1 Week
76.68%
1 Month
75.51%
Analysis last updated: Saturday, August 8, 2026 at 12:05 AM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 1990 to Aug 7, 2026Model Insight
This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 197% more than negative returns. Volatility rises more after gains than after losses, the reverse of the usual leverage effect and uncommon among risky assets. The volatility power δ = 1.13 sits below 2, so large shocks influence volatility less than quadratically, a more outlier-robust response than standard GARCH.
APARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.2310 | 15.44*** |
α ARCH Response to squared shocks | 0.0801 | 25.27*** |
β GARCH Volatility persistence | 0.8928 | 234.88*** |
γ leverage Additional response to negative shocks | -0.4471 | -11.04*** |
δ power Transformation power | 1.1308 | 31.73*** |
Persistence:
0.958
Half-life:
16 days
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