A multi-series framework for demand forecasts in E-commerce

Sales forecasts are crucial for the E-commerce business. State-of-the-art techniques typically apply only univariate methods to make prediction for each series independently. However, due to the short nature of sales times series in E-commerce, univariate methods don't apply well. In this artic...

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Veröffentlicht in:	arXiv.org 2019-05
Hauptverfasser:	Garnier, Rémy, Belletoile, Arnaud
Format:	Artikel
Sprache:	eng
Schlagworte:	Electronic commerce Linearity Mathematical models Sales Volatility
Online-Zugang:	Volltext
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