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Interactive Brokers Group Inc APARCH Volatility Analysis

Volatility prediction for Monday, September 14th, 2026

1 Day

40.22%

decreased by 1.13%

1 Week

40.30%

decreased by 1.05%

1 Month

40.59%

decreased by 0.76%

Analysis last updated: Friday, September 11, 2026 at 10:58 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Interactive Brokers Group Inc APARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

May 4, 2007 to Sep 11, 2026

Model Insight

This asset exhibits a strong leverage effect: negative returns increase next-day volatility 116% more than equivalent positive returns. The volatility power δ = 1.02 sits below 2, so large shocks influence volatility less than quadratically, a more outlier-robust response than standard GARCH.

σ

APARCH Model

Tap to view equation

Leverage: Negative returns increase volatility 116% more than positive returnsδ = 1.02 · sub-quadratic power
ParamValuet-stat
ωconst0.0635
4.34***
αARCH0.1016
7.30***
βGARCH0.8952
63.08***
γleverage0.3624
3.98***
δpower1.0159
6.49***

0.976

Persistence

29d

Half-life
σ

APARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.0635
4.34***
α

ARCH

Response to squared shocks

0.1016
7.30***
β

GARCH

Volatility persistence

0.8952
63.08***
γ

leverage

Additional response to negative shocks

0.3624
3.98***
δ

power

Transformation power

1.0159
6.49***

Persistence:

0.976

Half-life:

29 days