V-Lab
Caterpillar Inc MF2-GARCH Volatility Analysis
Volatility prediction for Monday, July 27th, 2026
1 Day
45.29%
decreased by 0.72%
1 Week
45.21%
decreased by 0.80%
1 Month
44.79%
decreased by 1.22%
Analysis last updated: Friday, July 24, 2026 at 10:26 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 1990 to Jul 24, 2026Model 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
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 66 | |
α ARCH Response to squared shocks | 0.0009 | 0.72 |
β GARCH Volatility persistence | 0.9427 | 353.21*** |
γ leverage Additional response to negative shocks | 0.0599 | 19.73*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0089 | 3.50*** |
λ₂ forecast adj. Forecast performance sensitivity | 0.0096 | 3.93*** |
λ₃ tau persistence Long-term factor persistence | 0.9884 | 332.00*** |
Persistence:
0.974
Half-life:
26 days
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