Skip to main content
V-Lab
V-Lab

iShares MSCI Netherlands ETF APARCH Volatility Analysis

Volatility prediction for Tuesday, September 8th, 2026

1 Day

17.97%

decreased by 0.31%

1 Week

18.26%

decreased by 0.02%

1 Month

19.28%

increased by 1.00%

Analysis last updated: Friday, September 4, 2026 at 10:22 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of iShares MSCI Netherlands ETF APARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Apr 2, 1996 to Sep 4, 2026

Model Insight

This asset exhibits a strong leverage effect: negative returns increase next-day volatility 399% more than equivalent positive returns. 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

Leverage: Negative returns increase volatility 399% more than positive returnsδ = 1.27 · sub-quadratic power
ParamValuet-stat
ωconst0.0311
6.37***
αARCH0.0798
8.13***
βGARCH0.9144
110.48***
γleverage0.5591
5.37***
δpower1.2719
9.13***

0.984

Persistence

42d

Half-life
σ

APARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.0311
6.37***
α

ARCH

Response to squared shocks

0.0798
8.13***
β

GARCH

Volatility persistence

0.9144
110.48***
γ

leverage

Additional response to negative shocks

0.5591
5.37***
δ

power

Transformation power

1.2719
9.13***

Persistence:

0.984

Half-life:

42 days