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	param	t-stat
$ω$	0.8133	8.96
$α$	0.1181	3.13
$β$	0.7668	13.12
$γ_{1}$	-0.0924	-2.94

V-Lab

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

Volatility Prediction for Wednesday, February 11th, 2026:12.56% (-0.97%)

Date Range:

Parameter Estimates

News Impact Curve

Volatility Forecasts

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