V-Lab
Caracas Stock Exchange Stock Market Index APARCH Volatility Analysis
Volatility prediction for Tuesday, October 6th, 2026
1 Day
33.67%
1 Week
33.67%
1 Month
33.65%
Analysis last updated: Tuesday, October 6, 2026 at 06:03 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Mar 25, 2015 to Oct 2, 2026Model Insight
Volatility shocks decay with a half-life of 41 trading days, meaning a shock loses half its impact after approximately 41 days. The volatility power δ = 3.00 sits above 2, so large shocks influence volatility more than quadratically, dominating the response more than in standard GARCH.
APARCH Model
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| Param | Value | t-stat |
|---|---|---|
| ωconst | 0.1565 | 0.88 |
| αARCH | 0.0121 | 0.72 |
| βGARCH | 0.9639 | 86.45*** |
| γleverage | -0.0569 | -0.24 |
| δpower | 3.0000 | 3.09*** |
0.983
Persistence41d
Half-lifeAPARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.1565 | 0.88 |
α ARCH Response to squared shocks | 0.0121 | 0.72 |
β GARCH Volatility persistence | 0.9639 | 86.45*** |
γ leverage Additional response to negative shocks | -0.0569 | -0.24 |
δ power Transformation power | 3.0000 | 3.09*** |
Persistence:
0.983
Half-life:
41 days
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