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V-Lab

International Business Machines Corp MF2-GARCH Volatility Analysis

Volatility prediction for Monday, July 27th, 2026

1 Day

93.54%

decreased by 6.77%

1 Week

89.77%

decreased by 10.54%

1 Month

82.47%

decreased by 17.84%

Analysis last updated: Friday, July 24, 2026 at 10:39 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of International Business Machines Corp MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 2, 1990 to Jul 24, 2026

Model Insight

This asset exhibits a strong leverage effect: volatility responds almost entirely to negative shocks. The ARCH response to positive shocks is negligible.

σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

66
α

ARCH

Response to squared shocks

0.0265
9.26***
β

GARCH

Volatility persistence

0.7831
80.55***
γ

leverage

Additional response to negative shocks

0.1160
20.21***
λ₁

tau intercept

Baseline long-term coefficient

0.0291
1.50
λ₂

forecast adj.

Forecast performance sensitivity

0.0618
1.65*
λ₃

tau persistence

Long-term factor persistence

0.9307
23.03***

Persistence:

0.868

Half-life:

5 days