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V-Lab

Caterpillar Inc MF2-GARCH Volatility Analysis

Volatility prediction for Monday, October 26th, 2026

1 Day

43.41%

increased by 0.23%

1 Week

43.11%

decreased by 0.07%

1 Month

42.01%

decreased by 1.17%

Analysis last updated: Friday, October 23, 2026 at 11:06 PM UTC

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Date Range:

from

10/23/2024

to

10/23/2026

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Caterpillar Inc MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 2, 1990 to Oct 23, 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

Leverage: volatility responds almost entirely to negative shocks
ParamValuet-stat
mwindow66
αARCH0.0017
0.43
βGARCH0.9414
111.18***
γleverage0.0593
6.11***
λ₁tau intercept0.0091
1.40
λ₂forecast adj.0.0093
2.59***
λ₃tau persistence0.9885
214.20***

0.973

Persistence

25d

Half-life
σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

66
α

ARCH

Response to squared shocks

0.0017
0.43
β

GARCH

Volatility persistence

0.9414
111.18***
γ

leverage

Additional response to negative shocks

0.0593
6.11***
λ₁

tau intercept

Baseline long-term coefficient

0.0091
1.40
λ₂

forecast adj.

Forecast performance sensitivity

0.0093
2.59***
λ₃

tau persistence

Long-term factor persistence

0.9885
214.20***

Persistence:

0.973

Half-life:

25 days