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NVLearning

This repository hosts codes for the numerical experiments for the paper "Demand Estimation and Ordering under Censoring: Stock-out timing is (almost) all you need"

Repository: NVLearning

Author: Tong WANG

Email: tong.wang@nus.edu.sg

Version: v8.0 (2013-11-11)

License: MIT License

Description:

  • Folder NVLearning/src hosts the C++ code for the models developed in the paper. The codes essentially solve the dynamic programs developed in the paper to obtain the optimal inventory control policies and expected profits.
  • Folder NVLearning/output hosts the raw output data files generated by the C++ codes, the R scripts for cleaning, organizing, summarizing, and plotting these data, and the final output (in the format of Tables and Figures) published in the paper.

Reference

Paper title: "Demand Estimation and Ordering under Censoring: Stock-out timing is (almost) all you need"

Authors: Aditya Jain, Nils Rudi, and Tong Wang

Year: 2014

Journal: Operations Research

Volume: forthcoming

Number: forthcoming

Page: forthcoming

Journal link: NA

BibTeX: NA

Further resources (such as the original paper in PDF format, its appendix, and presentation slides) are available at http://bschool.nus.edu/staff/bizwt/research.html.

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Numerical experiments for the paper "Demand Estimation and Ordering under Censoring: Stock-out timing is (almost) all you need"

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