Data‐Driven Newsvendor Problems Regularized by a Profit Risk Constraint

Author:

Lin Shaochong1ORCID,Chen Youhua (Frank)1ORCID,Li Yanzhi2ORCID,Shen Zuo‐Jun Max34ORCID

Affiliation:

1. Department of Management Sciences City University of Hong Kong Hong Kong S.A.R. China

2. College of Business City University of Hong Kong Hong Kong S.A.R. China

3. Faculty of Engineering & Faculty of Business and Economics The University of Hong Kong Hong Kong S.A.R. China

4. College of Engineering UC Berkeley Berkeley California 94720 USA

Publisher

Wiley

Subject

Management of Technology and Innovation,Industrial and Manufacturing Engineering,Management Science and Operations Research

Reference47 articles.

1. Impact of Uncertainty and Risk Aversion on Price and Order Quantity in the Newsvendor Problem

2. Anthony S.2013.Microsoft's Q2 Earnings Take $900 Million Hit Due to Millions of Unsold Surface RT Tablets. Available athttps://www.extremetech.com/computing/161742‐microsofts‐q2‐earnings‐take‐900‐million‐hit‐due‐to‐millions‐of‐unsold‐surface‐rt‐tablets(accessed date September 1 2020).

3. Leveraging Comparables for New Product Sales Forecasting

4. Dynamic Procurement of New Products with Covariate Information: The Residual Tree Method

5. The Big Data Newsvendor: Practical Insights from Machine Learning

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