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	param	t-stat
$ω$	0.0999	3.80
$α$	0.0611	9.74
$β$	0.9104	150.45
$γ$	0.2404	9.73
$δ$	1.8331	9.40

V-Lab

Publicis Groupe Sa APARCH Volatility Analysis

Volatility Prediction for Thursday, February 12th, 2026:53.02% (+9.73%)

Date Range:

Parameter Estimates

News Impact Curve

Volatility Forecasts

Other Publicis Groupe Sa Analyses