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International Business Machines Corp Asy. Power MEM Volatility Analysis

Volatility prediction for Monday, October 19th, 2026

1 Day

39.50%

increased by 2.07%

1 Week

35.70%

decreased by 1.73%

1 Month

26.48%

decreased by 10.95%

Analysis last updated: Friday, October 16, 2026 at 11:18 PM UTC

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Date Range:

from

10/16/2024

to

10/16/2026

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of International Business Machines Corp APMEM

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 2, 1990 to Oct 16, 2026

Model Insight

This asset exhibits a modest leverage effect: negative returns increase next-day volatility 17% more than equivalent positive returns. The volatility power δ = 0.60 sits below 2, so large shocks influence volatility less than quadratically, a more outlier-robust response than standard GARCH.

μ

APMEM Model

Tap to view equation

Leverage: Negative returns increase volatility 17% more than positive returnsδ = 0.60 · sub-quadratic power
ParamValuet-stat
ωconst0.0353
6.38***
αARCH0.2122
21.25***
βGARCH0.7762
72.40***
γleverage0.1298
6.97***
δpower0.6043
4.10***

0.947

Persistence

13d

Half-life
μ

APMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.0353
6.38***
α

ARCH

Response to squared shocks

0.2122
21.25***
β

GARCH

Volatility persistence

0.7762
72.40***
γ

leverage

Additional response to negative shocks

0.1298
6.97***
δ

power

Transformation power

0.6043
4.10***

Persistence:

0.947

Half-life:

13 days