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S&P GSCI Softs Spot Index APARCH Volatility Analysis

Volatility prediction for Wednesday, September 9th, 2026

1 Day

23.06%

decreased by 0.44%

1 Week

22.99%

decreased by 0.51%

1 Month

22.76%

decreased by 0.74%

Analysis last updated: Tuesday, September 8, 2026 at 11:31 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of S&P GSCI Softs Spot Index APARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 17, 1995 to Sep 8, 2026

Model Insight

Volatility shocks decay with a half-life of 59 trading days, meaning a shock loses half its impact after approximately 59 days.

σ

APARCH Model

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Shock decay: Shocks decay with a 59-day half-life
ParamValuet-stat
ωconst0.0186
4.01***
αARCH0.0442
6.03***
βGARCH0.9449
125.67***
γleverage-0.0858
-1.85*
δpower1.9233
7.55***

0.988

Persistence

59d

Half-life
σ

APARCH Model

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ParameterValuet-statistic
ω

const

Unconditional variance weight

0.0186
4.01***
α

ARCH

Response to squared shocks

0.0442
6.03***
β

GARCH

Volatility persistence

0.9449
125.67***
γ

leverage

Additional response to negative shocks

-0.0858
-1.85*
δ

power

Transformation power

1.9233
7.55***

Persistence:

0.988

Half-life:

59 days