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The Big Data Newsvendor: Practical Insights from Machine Learning
(DSpace, 2014-02-06)
We investigate the newsvendor problem when one has n observations of p features related to the demand as well as past demands. Both small data (p=n = o(1)) and big data (p=n = O(1)) are considered. For both cases, we propose ...
The Big Data Newsvendor: Practical Insights from Machine Learning Analysis
(2013-10-16)
We present a version of the newsvendor problem where one has n observations of p features as well as past demand. We consider both \big data" (p=n = O(1)) as well as small data (p=n = o(1)). For small data, we provide a ...