V-Lab
Procter & Gamble Co/The Spline-GARCH Volatility Analysis
Volatility prediction for Friday, October 2nd, 2026
1 Day
20.11%
decreased by 0.38%
1 Week
20.26%
decreased by 0.23%
1 Month
20.63%
increased by 0.14%
Analysis last updated: Thursday, October 1, 2026 at 11:14 PM UTC
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News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 1990 to Sep 25, 2026Model Insight
This model fits a time-varying baseline (a spline), so volatility mean-reverts toward a slowly-shifting long-run level rather than a constant. Short-run deviations decay with a half-life of 9 trading days.
τ
Spline-GARCH Model
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Time-varying baseline: volatility reverts to a slowly-shifting spline trend
| Param | Value | t-stat |
|---|---|---|
| ωconst | 1.0900 | 7.46*** |
| αARCH | 0.0850 | 8.35*** |
| βGARCH | 0.8381 | 45.47*** |
Spline Coefficients
K=9
| γ1 | 0.0035 | 0.12 |
| γ2 | 0.0442 | 1.04 |
| γ3 | -0.1632 | -5.18*** |
| γ4 | 0.2155 | 7.16*** |
| γ5 | -0.1479 | -4.54*** |
| γ6 | 0.0674 | 1.91* |
| γ7 | -0.0058 | -0.18 |
| γ8 | -0.0324 | -1.02 |
| γ9 | 0.0420 | 0.92 |
0.923
Persistence9d
Half-lifeτ
Spline-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.0900 | 7.46*** |
α ARCH Response to squared shocks | 0.0850 | 8.35*** |
β GARCH Volatility persistence | 0.8381 | 45.47*** |
Spline Coefficients
K=9
| γ1 | 0.0035 | 0.12 |
| γ2 | 0.0442 | 1.04 |
| γ3 | -0.1632 | -5.18*** |
| γ4 | 0.2155 | 7.16*** |
| γ5 | -0.1479 | -4.54*** |
| γ6 | 0.0674 | 1.91* |
| γ7 | -0.0058 | -0.18 |
| γ8 | -0.0324 | -1.02 |
| γ9 | 0.0420 | 0.92 |
Persistence:
0.923
Half-life:
9 days
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