Skip to main content
V-Lab
V-Lab

Leverage Shares 2X Long ECHO Daily ETF GAS-GARCH Student T Volatility Analysis

Volatility prediction for Tuesday, November 10th, 2026

1 Day

133.62%

increased by 5.99%

1 Week

131.02%

increased by 3.39%

1 Month

123.95%

decreased by 3.68%

Analysis last updated: Monday, November 9, 2026 at 10:24 PM UTC

Press Delete or Backspace to remove this series.
Date Range:

from

11/09/2024

to

11/09/2026

6M ·

All

graph of Leverage Shares 2X Long ECHO Daily ETF GAS-GARCH-T

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Dec 16, 2025 to Nov 6, 2026

Model Insight

Volatility shocks decay with a half-life of 10 trading days, meaning a shock loses half its impact after approximately 10 days. Returns follow a Student-t distribution with v = 6.27 degrees of freedom, capturing fatter tails than a normal distribution.

𝑓

GAS-GARCH-T Model

Tap to view equation

Shock decay: Shocks decay with a 10-day half-lifev = 6.27 · fat tails
ParamValuet-stat
ωlong-run49.1893
0.74
αscore0.0432
0.49
βpersistence0.9327
9.06***
νDF6.2699
0.09

0.933

Persistence

10d

Half-life
𝑓

GAS-GARCH-T Model

Tap to view equation

ParameterValuet-statistic
ω

long-run

Long-run variance given a price move

49.1893
0.74
α

score

Weight on the scaled score

0.0432
0.49
β

persistence

Volatility persistence

0.9327
9.06***
ν

DF

Student-t tail thickness

6.2699
0.09

Persistence:

0.933

Half-life:

10 days