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	param	t-stat
$ω$	0.7204	7.61
$α$	0.1199	2.99
$β$	0.7554	12.06
$γ_{1}$	-0.2357	-3.20
$γ_{2}$	0.2981	3.16

V-Lab

Guinness Atkinson Asia Pacific Dividend Builder ETF Zero Slope Spline-GARCH Volatility Analysis

Volatility Prediction for Wednesday, February 11th, 2026:13.55% (-0.94%)

Date Range:

Parameter Estimates

News Impact Curve

Volatility Forecasts

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