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V-Lab

Deutsche Bank FX Volatility Index APARCH Volatility Analysis

Volatility prediction for Friday, July 17th, 2026

1 Day

27.90%

decreased by 1.53%

1 Week

30.51%

increased by 1.08%

1 Month

37.22%

increased by 7.79%

Analysis last updated: Friday, July 17, 2026 at 11:34 PM UTC

Date Range:

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to

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graph of Deutsche Bank FX Volatility Index APARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Aug 29, 2001 to Apr 4, 2025

Model Insight

This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 91% 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 = 1.27 sits below 2, so large shocks influence volatility less than quadratically, a more outlier-robust response than standard GARCH.

σ

APARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.2646
17.42***
α

ARCH

Response to squared shocks

0.2131
28.02***
β

GARCH

Volatility persistence

0.7574
101.41***
γ

leverage

Additional response to negative shocks

-0.2479
-12.98***
δ

power

Transformation power

1.2748
25.49***

Persistence:

0.935

Half-life:

10 days