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	param	t-stat
$ω$	5.0000	0.48
$α$	0.1384	12.11
$β$	0.8457	214.65
$γ$	0.0318	1.97

V-Lab

Ring Energy Inc Asymmetric ILLIQ Liquidity Analysis

Liquidity Prediction for Monday, February 23rd, 2026:7,588.08 (-1,378.35)

Date Range:

Parameter Estimates

News Impact Curve

Liquidity Forecasts

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