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V-Lab

Leverage Shares 2X Long ECHO Daily ETF APARCH Volatility Analysis

Volatility prediction for Thursday, July 16th, 2026

1 Day

101.63%

increased by 5.15%

1 Week

104.81%

increased by 8.33%

1 Month

113.37%

increased by 16.89%

Analysis last updated: Wednesday, July 15, 2026 at 09:44 PM UTC

Date Range:

from

to

6M ·

All

graph of Leverage Shares 2X Long ECHO Daily ETF APARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Dec 16, 2025 to Jul 10, 2026

Model Insight

Volatility shocks decay with a half-life of 11 trading days, meaning a shock loses half its impact after approximately 11 days. The volatility power δ = 1.34 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

1.0000
1.16
α

ARCH

Response to squared shocks

0.0557
0.11
β

GARCH

Volatility persistence

0.8804
30.36***
γ

leverage

Additional response to negative shocks

-1.0000
-0.08
δ

power

Transformation power

1.3379
2.68***

Persistence:

0.939

Half-life:

11 days