US Dollar to Mexican Peso APARCH Volatility Analysis
Volatility prediction for Tuesday, July 14th, 2026
1 Day
6.29%
1 Week
6.54%
1 Month
7.41%
Analysis last updated: Monday, July 13, 2026 at 07:10 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
May 30, 1990 to Jul 10, 2026Model Insight
This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 215% more than negative returns. Volatility rises more after gains than after losses, the reverse of the usual leverage effect and uncommon among risky assets. The volatility power δ = 1.31 sits below 2, so large shocks influence volatility less than quadratically, a more outlier-robust response than standard GARCH.
APARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.0133 | 10.77*** |
α ARCH Response to squared shocks | 0.1257 | 32.87*** |
β GARCH Volatility persistence | 0.8738 | 326.39*** |
γ leverage Additional response to negative shocks | -0.4117 | -13.67*** |
δ power Transformation power | 1.3112 | 35.95*** |
Persistence:
0.981
Half-life:
37 days
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