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V-Lab
V-Lab

Defiance 2x Daily Long Pure Drone and Aerial Automation ETF Zero Slope Spline-GARCH Volatility Analysis

Inactive

Last recorded values (Friday, August 28th, 2026):

1 Day

147.54%

1 Week

148.07%

1 Month

148.93%

Analysis last updated: Wednesday, September 2, 2026 at 07:01 PM UTC

Date Range:

from

to

6M ·

All

graph of Defiance 2x Daily Long Pure Drone and Aerial Automation ETF S0GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Mar 3, 2026 to Aug 27, 2026

Model Insight

This model fits a time-varying baseline (a spline), so volatility mean-reverts toward a slowly-shifting long-run level rather than a constant. Short-run deviations decay with a half-life of 4 trading days.

τ

Zero Slope Spline-GARCH Model

Tap to view equation

Time-varying baseline: volatility reverts to a slowly-shifting spline trend
ParamValuet-stat
ωconst0.8948
5.41***
αARCH0.0098
0.20
βGARCH0.8352
4.31***
γi Spline Coefficients
K=1
γ1-1.1946
-0.78

0.845

Persistence

4d

Half-life
τ

Zero Slope Spline-GARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.8948
5.41***
α

ARCH

Response to squared shocks

0.0098
0.20
β

GARCH

Volatility persistence

0.8352
4.31***
γi Spline Coefficients
K=1
γ1-1.1946
-0.78

Persistence:

0.845

Half-life:

4 days