Retail Analytics Integrated Forecasting and Inventory Management for Perishable Products in Retailing
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- Taschenbuch ausgewählt
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Sprache:Englisch
Fr. 127.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
18.12.2014
Abbildungen
XVII, 111 p. 14 illus.
Verlag
SpringerSeitenzahl
111
Maße (L/B/H)
23.5/15.5/0.8 cm
Gewicht
213 g
Sprache
Englisch
ISBN
978-3-319-13304-1
This book addresses the challenging task of demand forecasting and inventory management in retailing. It analyzes how information from point-of-sale scanner systems can be used to improve inventory decisions, and develops a data-driven approach that integrates demand forecasting and inventory management for perishable products, while taking unobservable lost sales and substitution into account in out-of-stock situations. Using linear programming, a new inventory function that reflects the causal relationship between demand and external factors such as price and weather is proposed. The book subsequently demonstrates the benefits of this new approach in numerical studies that utilize real data collected at a large European retail chain. Furthermore, the book derives an optimal inventory policy for a multi-product setting in which the decision-maker faces an aggregated service level target, and analyzes whether the decision-maker is subject to behavioral biases based on real data forbakery products.
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