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ICE BofAML U.S. Bond Market 3 Month Option Volatility Estimate Index GJR-GARCH Volatility Analysis

Volatility prediction for Friday, September 4th, 2026

1 Day

40.17%

decreased by 1.25%

1 Week

40.60%

decreased by 0.82%

1 Month

41.80%

increased by 0.38%

Analysis last updated: Friday, September 4, 2026 at 11:27 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

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graph of ICE BofAML U.S. Bond Market 3 Month Option Volatility Estimate Index GJR-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Apr 26, 1995 to Aug 27, 2026

Model Insight

This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 229% more than negative returns. Volatility rises more after gains than after losses, the reverse of the usual leverage effect and uncommon among risky assets.

σ

GJR-GARCH Model

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Inverse leverage: Positive returns increase volatility 229% more than negative returns
ParamValuet-stat
ωconst0.4005
5.24***
αARCH0.1429
3.93***
βGARCH0.8555
37.57***
γleverage-0.0994
-2.08**

0.949

Persistence

13d

Half-life
σ

GJR-GARCH Model

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ParameterValuet-statistic
ω

const

Unconditional variance weight

0.4005
5.24***
α

ARCH

Response to squared shocks

0.1429
3.93***
β

GARCH

Volatility persistence

0.8555
37.57***
γ

leverage

Additional response to negative shocks

-0.0994
-2.08**

Persistence:

0.949

Half-life:

13 days