V-Lab
PepsiCo Inc GJR-GARCH Volatility Analysis
Volatility prediction for Thursday, August 6th, 2026
1 Day
24.19%
decreased by 0.69%
1 Week
24.25%
decreased by 0.63%
1 Month
24.46%
decreased by 0.42%
Analysis last updated: Wednesday, August 5, 2026 at 09:30 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 1990 to Jul 31, 2026Model Insight
With persistence 0.997, volatility shocks have a half-life of 202 trading days (~0.8 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.
Leverage: Negative returns increase volatility 236% more than positive returns
σ
GJR-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.0133 | 14.64*** |
α ARCH Response to squared shocks | 0.0269 | 20.93*** |
β GARCH Volatility persistence | 0.9380 | 687.16*** |
γ leverage Additional response to negative shocks | 0.0634 | 16.02*** |
Persistence:
0.997
Half-life:
202 days
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