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	21
αARCH	0.0717	3.00***
βGARCH	0.5680	15.50***
γleverage	0.4856	14.86***
λ₁tau intercept	4.3020	1.58
λ₂forecast adj.	0.8908	7.65***
λ₃tau persistence	0.1092	1.32

Parameter	Value	t-statistic
m window Rolling window length	21
α ARCH Response to squared shocks	0.0717	3.00***
β GARCH Volatility persistence	0.5680	15.50***
γ leverage Additional response to negative shocks	0.4856	14.86***
λ₁ tau intercept Baseline long-term coefficient	4.3020	1.58
λ₂ forecast adj. Forecast performance sensitivity	0.8908	7.65***
λ₃ tau persistence Long-term factor persistence	0.1092	1.32

V-Lab

CRRC Corp Ltd ILLIQ-MFMEM Liquidity Analysis

Date Range:

News Impact Curve

Illiquidity Forecast

Parameter Estimates

Other CRRC Corp Ltd Analyses