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

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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
ωconst	7.8132	2.64***
αARCH	0.1324	7.61***
βGARCH	0.9990	1,816.36***
νDF	2.0000	2,781.64***

Parameter	Value	t-statistic
ω const Unconditional variance weight	7.8132	2.64***
α ARCH Response to squared shocks	0.1324	7.61***
β GARCH Volatility persistence	0.9990	1,816.36***
ν DF Student-t tail thickness	2.0000	2,781.64***

V-Lab

UMH Properties Inc GAS-GARCH Student T Volatility Analysis

Date Range:

News Impact Curve

Volatility Forecast

Parameter Estimates

Other UMH Properties Inc Analyses