How volatility evolves over time

How illiquidity evolves over time

{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	71
αARCH	0.1051	10.58***
βGARCH	0.8702	72.82***
γleverage	0.0146	1.53
λ₁tau intercept	0.0036	0.00
λ₂forecast adj.	0.1014	1.64
λ₃tau persistence	0.8986	15.06***

Parameter	Value	t-statistic
m window Rolling window length	71
α ARCH Response to squared shocks	0.1051	10.58***
β GARCH Volatility persistence	0.8702	72.82***
γ leverage Additional response to negative shocks	0.0146	1.53
λ₁ tau intercept Baseline long-term coefficient	0.0036	0.00
λ₂ forecast adj. Forecast performance sensitivity	0.1014	1.64
λ₃ tau persistence Long-term factor persistence	0.8986	15.06***

V-Lab

Utah Medical Products Inc ILLIQ-MFMEM Liquidity Analysis

Date Range:

News Impact Curve

Illiquidity Forecast

Parameter Estimates

Other Utah Medical Products Inc Analyses