V-Lab
NiSource Inc MF2-GARCH Volatility Analysis
Volatility prediction for Monday, July 27th, 2026
1 Day
18.71%
decreased by 0.92%
1 Week
19.03%
decreased by 0.60%
1 Month
19.81%
increased by 0.18%
Analysis last updated: Friday, July 24, 2026 at 10:49 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: negative returns increase next-day volatility 238% more than equivalent positive returns.
σ
MF2-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 66 | |
α ARCH Response to squared shocks | 0.0461 | 15.17*** |
β GARCH Volatility persistence | 0.7734 | 91.04*** |
γ leverage Additional response to negative shocks | 0.1100 | 19.60*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0252 | 2.62*** |
λ₂ forecast adj. Forecast performance sensitivity | 0.0776 | 2.71*** |
λ₃ tau persistence Long-term factor persistence | 0.9085 | 26.44*** |
Persistence:
0.874
Half-life:
5 days
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