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V-Lab

Tradr 2X Short SMR Daily ETF MF2-GARCH Volatility Analysis

Volatility prediction for Tuesday, October 20th, 2026

1 Day

53.04%

increased by 26.58%

1 Week

65.97%

increased by 39.51%

1 Month

198.71%

increased by 172.25%

Analysis last updated: Tuesday, October 20, 2026 at 02:19 AM UTC

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Date Range:

from

10/19/2024

to

10/19/2026

6M ·

All

graph of Tradr 2X Short SMR Daily ETF MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Feb 11, 2026 to Oct 16, 2026

Model Insight

With persistence 0.995, volatility shocks have a half-life of 138 trading days (~0.5 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.

Leverage: volatility responds almost entirely to negative shocks

σ

MF2-GARCH Model

Tap to view equation

High persistence: persistence 0.995, shock half-life ~138 daysLeverage: volatility responds almost entirely to negative shocks
ParamValuet-stat
mwindow26
αARCH0.0000
0.00
βGARCH0.8742
41.04***
γleverage0.2416
13.38***
λ₁tau intercept0.0000
0.10
λ₂forecast adj.0.1480
13.50***
λ₃tau persistence0.0032
32.66***

0.995

Persistence

138d

Half-life
σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

26
α

ARCH

Response to squared shocks

0.0000
0.00
β

GARCH

Volatility persistence

0.8742
41.04***
γ

leverage

Additional response to negative shocks

0.2416
13.38***
λ₁

tau intercept

Baseline long-term coefficient

0.0000
0.10
λ₂

forecast adj.

Forecast performance sensitivity

0.1480
13.50***
λ₃

tau persistence

Long-term factor persistence

0.0032
32.66***

Persistence:

0.995

Half-life:

138 days