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V-Lab

Bloomberg Asian Pacific Japanese Yen TR Index Value Unhedged JPY APARCH Volatility Analysis

High-persistence model: shocks decay very slowly, so the theoretical long-run value may not be practically meaningful

Volatility prediction for Friday, July 17th, 2026

1 Day

5.10%

decreased by 0.25%

1 Week

5.11%

decreased by 0.24%

1 Month

5.16%

decreased by 0.19%

Analysis last updated: Friday, July 17, 2026 at 11:36 PM UTC

Date Range:

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graph of Bloomberg Asian Pacific Japanese Yen TR Index Value Unhedged JPY APARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

May 17, 2019 to Apr 4, 2025

Model Insight

With persistence 1.000, volatility shocks have a half-life of 32229908 trading days (~127896.5 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.

Inverse leverage: Positive returns increase volatility 33% more than negative returns

σ

APARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.0003
4.13***
α

ARCH

Response to squared shocks

0.1499
20.11***
β

GARCH

Volatility persistence

0.8501
114.84***
γ

leverage

Additional response to negative shocks

-0.0719
-4.03***
δ

power

Transformation power

1.9861
18.40***

Persistence:

1.000

Half-life:

32229908 days