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	param	t-stat
$ω$	5.0000	3.91
$α$	0.1448	5.57
$β$	0.7123	25.17
$γ$	0.2860	7.15

V-Lab

Delong Composite Energy Group Asymmetric ILLIQ Liquidity Analysis

Liquidity Prediction for Tuesday, February 24th, 2026:137.63 (3.27)

Date Range:

Parameter Estimates

News Impact Curve

Liquidity Forecasts

Other Delong Composite Energy Group Analyses