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South African Rand AGARCH Volatility Analysis

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

Volatility prediction for Monday, October 5th, 2026

1 Day

14.11%

increased by 5.86%

1 Week

14.17%

increased by 5.92%

1 Month

14.37%

increased by 6.12%

Analysis last updated: Friday, October 2, 2026 at 08:40 PM UTC

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Date Range:

from

10/02/2024

to

10/02/2026

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of South African Rand AGARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 2, 1990 to Oct 2, 2026

Model Insight

Estimated persistence of 1.002 is at or above 1 (non-stationary): volatility shocks do not decay and the long-run variance is undefined, so long-horizon forecasts should be treated with caution.

Asymmetry: positive returns raise volatility more

σ

AGARCH Model

Tap to view equation

High persistence: persistence 1.002 ≥ 1, shocks do not decayAsymmetry: positive returns raise volatility more
ParamValuet-stat
ωconst0.0008
1.00
αARCH0.0644
8.49***
βGARCH0.9371
131.15***
γleverage-0.1186
-2.62***

1.002

Persistence

-

Half-life
σ

AGARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.0008
1.00
α

ARCH

Response to squared shocks

0.0644
8.49***
β

GARCH

Volatility persistence

0.9371
131.15***
γ

leverage

Additional response to negative shocks

-0.1186
-2.62***

Persistence:

1.002

Half-life:

-