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The Newsvendor Under Demand Ambiguity: Combining Data with Moment and Tail Information · Study

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ArticleThe Newsvendor Under Demand Ambiguity: Combining Data with Moment and Tail Information

Soroush Saghafian2014

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Articlegreen2014

The Newsvendor Under Demand Ambiguity: Combining Data with Moment and Tail Information

Soroush Saghafian · Brian T. Tomlin

58 citations·0/0 files stored·Operations Research

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Supply Chain and Inventory Management Sustainable Supply Chain Management Risk and Portfolio Optimization

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References

1970Marketing Research 2002The Sample Average Approximation Method for Stochastic Discrete Optimization 2010Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems 2005A Smooth Model of Decision Making under Ambiguity 2003Monte Carlo Sampling Methods 1993The Distribution Free Newsboy Problem: Review and Extensions 2012Robust Solutions of Optimization Problems Affected by Uncertain Probabilities 1959Studies in Mathematical Theory of Inventory and Production

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2020Analytics for Cross‐Border E‐Commerce: Inventory Risk Management of an Online Fashion Retailer 2021Robust decisions for regulated sustainable manufacturing with partial demand information: Mandatory emission capacity versus emission tax 2020A data-driven distributionally robust newsvendor model with a Wasserstein ambiguity set 2021The Internet of Things and Information Fusion: Who Talks to Who?2022Can accessing much data reshape the theory? Inventory theory under the challenge of data-driven systems

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Year2014

Typearticle

Published2014-01-01

VenueOperations Research

ISSN-L0030-364X

Languageen

Citations58

Files0 public / 0

ShelfSupply Chain and Inventory Management

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doi10.1287/opre.2015.1454

openalex_workW3124405191

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2020An experimental investigation of newsvendor decisions under ambiguity

2024Data-driven Wasserstein distributionally robust dual-sourcing inventory model under uncertain demand