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	param	t-stat
$ω$	0.0474	17.29
$α$	0.0897	24.36
$β$	0.8904	223.37
$γ$	0.4485	15.39
$δ$	1.4136	23.80

V-Lab

VanEck Oil Refiners ETF APARCH Volatility Analysis

Volatility Prediction for Monday, February 9th, 2026:19.64% (+0.51%)

Date Range:

Parameter Estimates

News Impact Curve

Volatility Forecasts

Other VanEck Oil Refiners ETF Analyses