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RePEcEconometrics & Forecasting

Machine learning framework for forecasting sales of new products with short life cycles

For predicting sales of short-lived products, simple ARIMAX is more effective than deep neural networks, but DNNs perform well when Gaussian white noise is added, a study finds.

Featured in No. 20 on 12 Oct 2023 · on release day

Released
12 Oct 2023
First featured
No. 20 · 12 Oct 2023
Published in
Not yet, as far as Semantic Scholar knows
Shares when featured
26
Identifier
RePEc:eee:intfor:v:39:y:2023:i:4:p:1874-1894

Citations and venue from Semantic Scholar (ODC-BY), refreshed weekly. Summary: Quant Letter (CC BY 4.0).

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