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How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign

We apply causal machine learning algorithms to assess the causal effect of a marketing intervention, namely a coupon campaign, on the sales of a retailer. Besides assessing the average impacts of different types of coupons, we also investigate the heterogeneity of causal effects across different sub...

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Detalles Bibliográficos
Autores principales: Langen, Henrika, Huber, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9833560/
https://www.ncbi.nlm.nih.gov/pubmed/36630398
http://dx.doi.org/10.1371/journal.pone.0278937