V-Lab
Ulta Beauty Inc MF2-GARCH Volatility Analysis
Volatility prediction for Monday, August 24th, 2026
1 Day
41.52%
decreased by 1.70%
1 Week
42.35%
decreased by 0.87%
1 Month
45.29%
increased by 2.07%
Analysis last updated: Friday, August 21, 2026 at 10:19 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Oct 25, 2007 to Aug 21, 2026Boundary Parameters
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
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 86 | |
α ARCH Response to squared shocks | 0.0000 | 0.00 |
β GARCH Volatility persistence | 0.8936 | 246.98*** |
γ leverage Additional response to negative shocks | 0.1902 | 25.48*** |
λ₁ tau intercept Baseline long-term coefficient | 10.0000 | 0.24 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0000 | 0.00 |
λ₃ tau persistence Long-term factor persistence | 0.4786 | 0.21 |
Persistence:
0.989
Half-life:
61 days
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