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V-Lab

CBOT Soybeans APARCH Volatility Analysis

Volatility prediction for Thursday, September 10th, 2026

1 Day

19.38%

decreased by 0.51%

1 Week

19.58%

decreased by 0.31%

1 Month

20.33%

increased by 0.44%

Analysis last updated: Thursday, September 10, 2026 at 05:17 AM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of CBOT Soybeans APARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Sep 15, 2000 to Sep 4, 2026

Model Insight

Volatility shocks decay with a half-life of 56 trading days, meaning a shock loses half its impact after approximately 56 days. The volatility power δ = 1.39 sits below 2, so large shocks influence volatility less than quadratically, a more outlier-robust response than standard GARCH.

σ

APARCH Model

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Shock decay: Shocks decay with a 56-day half-lifeδ = 1.39 · sub-quadratic power
ParamValuet-stat
ωconst0.0261
3.67***
αARCH0.0774
7.66***
βGARCH0.9226
105.20***
γleverage-0.0652
-0.87
δpower1.3906
6.11***

0.988

Persistence

56d

Half-life
σ

APARCH Model

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ParameterValuet-statistic
ω

const

Unconditional variance weight

0.0261
3.67***
α

ARCH

Response to squared shocks

0.0774
7.66***
β

GARCH

Volatility persistence

0.9226
105.20***
γ

leverage

Additional response to negative shocks

-0.0652
-0.87
δ

power

Transformation power

1.3906
6.11***

Persistence:

0.988

Half-life:

56 days