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	param	t-stat
$ω$	0.0841	12.63
$α$	0.1139	14.37
$β$	0.8064	76.50

V-Lab

Guinness Atkinson Asia Pacific Dividend Builder ETF GARCH Volatility Analysis

Volatility Prediction for Thursday, February 12th, 2026:14.19% (-0.25%)

Date Range:

Parameter Estimates

News Impact Curve

Volatility Forecasts

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