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{type} for {date}

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	param	t-stat
$m$	26
$α$	0.0000	0.00
$β$	0.8078	50.43
$γ$	0.1774	13.37
$λ_{1}$	0.0219	1.11
$λ_{2}$	0.0788	1.16
$λ_{3}$	0.8871	9.41

V-Lab

Guinness Atkinson Dividend Builder ETF MF2-GARCH Volatility Analysis

Volatility Prediction for Monday, February 9th, 2026:8.48% (+0.03%)

Date Range:

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News Impact Curve

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