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How illiquidity evolves over time

{name} Model Equation

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Parameter	Value	t-statistic
m window Rolling window length	41
α ARCH Response to squared shocks	0.0000	0.00
β GARCH Volatility persistence	0.7102	26.24***
γ leverage Additional response to negative shocks	0.1134	5.97***
λ₁ tau intercept Baseline long-term coefficient	0.3261	0.11
λ₂ forecast adj. Forecast performance sensitivity	0.6618	0.11
λ₃ tau persistence Long-term factor persistence	0.0000	0.00

V-Lab

UPAR Ultra Risk Parity ETF MF2-GARCH Volatility Analysis

Date Range:

News Impact Curve

Volatility Forecast

Parameter Estimates

Other UPAR Ultra Risk Parity ETF Analyses