Brazilian Real AGARCH Volatility Analysis
Volatility prediction for Monday, October 12th, 2026
1 Day
21.54%
decreased by 1.07%
1 Week
21.41%
decreased by 1.20%
1 Month
20.91%
decreased by 1.70%
Analysis last updated: Sunday, October 11, 2026 at 03:06 PM UTC
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News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Dec 31, 1998 to Oct 9, 2026Model Insight
The news-impact curve is shifted (γ = -0.18) so that positive returns raise next-day volatility more than negative returns of the same size. Volatility rises more after gains than after losses, the reverse of the usual leverage effect and rare among risky assets.
σ
AGARCH Model
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Asymmetry: positive returns raise volatility more
| Param | Value | t-stat |
|---|---|---|
| ωconst | 0.0072 | 3.66*** |
| αARCH | 0.0873 | 13.89*** |
| βGARCH | 0.9010 | 162.19*** |
| γleverage | -0.1841 | -3.41*** |
0.988
Persistence59d
Half-lifeσ
AGARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.0072 | 3.66*** |
α ARCH Response to squared shocks | 0.0873 | 13.89*** |
β GARCH Volatility persistence | 0.9010 | 162.19*** |
γ leverage Additional response to negative shocks | -0.1841 | -3.41*** |
Persistence:
0.988
Half-life:
59 days
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