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V-Lab

S&P GSCI Heating Oil Index GJR-GARCH Volatility Analysis

Volatility prediction for Friday, July 17th, 2026

1 Day

54.24%

decreased by 1.58%

1 Week

53.98%

decreased by 1.84%

1 Month

52.97%

decreased by 2.85%

Analysis last updated: Thursday, July 16, 2026 at 11:03 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

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10Y ·

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graph of S&P GSCI Heating Oil Index GJR-GARCH

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

With persistence 0.991, volatility shocks have a half-life of 76 trading days (~0.3 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.

σ

GJR-GARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.0485
23.35***
α

ARCH

Response to squared shocks

0.0691
18.16***
β

GARCH

Volatility persistence

0.9196
468.97***
γ

leverage

Additional response to negative shocks

0.0044
0.75

Persistence:

0.991

Half-life:

76 days