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V-Lab

S&P GSCI Heating Oil Index AGARCH Volatility Analysis

Volatility prediction for Wednesday, July 15th, 2026

1 Day

57.14%

decreased by 3.01%

1 Week

56.63%

decreased by 3.52%

1 Month

54.73%

decreased by 5.42%

Analysis last updated: Tuesday, July 14, 2026 at 11:10 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of S&P GSCI Heating Oil Index AGARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 2, 1990 to Jul 10, 2026

Model Insight

The news-impact curve is shifted (γ = 0.15) so that negative returns raise next-day volatility more than positive returns of the same size. The gap is largest for small shocks and narrows for larger ones.

σ

AGARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.0793
32.46***
α

ARCH

Response to squared shocks

0.0926
54.77***
β

GARCH

Volatility persistence

0.8921
607.68***
γ

leverage

Additional response to negative shocks

0.1461
5.83***

Persistence:

0.985

Half-life:

45 days