CBOE Volatility Index

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CBOE DJIA Volatility Index

CBOE Russell 2000 Volatility Index

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How volatility evolves over time

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{name} Model Equation

How returns affect tomorrow's volatility

How returns affect tomorrow's illiquidity

Spline Coefficients

Value at Risk (VaR) estimates the maximum loss at a given confidence level. Expected Shortfall (ES) estimates the average loss beyond VaR.

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Param	Value	t-stat
mwindow	111
αARCH	0.0780	4.56***
βGARCH	0.9137	53.01***
γleverage	-0.0233	-1.27
λ₁tau intercept	0.0064	0.68
λ₂forecast adj.	0.0191	1.12
λ₃tau persistence	0.9772	45.22***

Parameter	Value	t-statistic
m window Rolling window length	111
α ARCH Response to squared shocks	0.0780	4.56***
β GARCH Volatility persistence	0.9137	53.01***
γ leverage Additional response to negative shocks	-0.0233	-1.27
λ₁ tau intercept Baseline long-term coefficient	0.0064	0.68
λ₂ forecast adj. Forecast performance sensitivity	0.0191	1.12
λ₃ tau persistence Long-term factor persistence	0.9772	45.22***

V-Lab

Invesco DB Precious Metals Fund MF2-GARCH Volatility Analysis

Date Range:

News Impact Curve

Volatility Forecast

Parameter Estimates

Other Invesco DB Precious Metals Fund Analyses