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	param	t-stat
$ω$	0.4174	1.07
$α$	0.0349	13.73
$β$	0.9386	700.48
$γ$	0.0528	11.78

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Columbia Banking System Inc Asymmetric ILLIQ Liquidity Analysis

Liquidity Prediction for Monday, February 23rd, 2026:130.65 (-1.19)

Date Range:

Parameter Estimates

News Impact Curve

Liquidity Forecasts

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