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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%

decreased by 2.56%

1 Week

76.68%

decreased by 2.94%

1 Month

75.51%

decreased by 4.11%

Analysis last updated: Saturday, August 8, 2026 at 12:05 AM UTC

Date Range:

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to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

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graph of ICE BofAML U.S. Bond Market Option Volatility Estimate Index APARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 2, 1990 to Aug 7, 2026

Model 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.

σ

APARCH Model

Tap to view equation

ParameterValuet-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