Data‐Driven Newsvendor Problems Regularized by a Profit Risk Constraint

Smart “Predict, then Optimize”

(2021) Adam N. Elmachtoub et al.   MANAGEMENT SCIENCE

Data‐driven research in retail operations—A review

(2020) Meng Qi et al.   NAVAL RESEARCH LOGISTICS

Integrated Risk Management for Newsvendors with Value-at-Risk Constraints

(2019) Panos Kouvelis et al.   M&SOM-Manufacturing & Service Operations Management

Data Analytics in Operations Management: A Review

(2019) Velibor V. Mišić et al.   M&SOM-Manufacturing & Service Operations Management

From Predictive to Prescriptive Analytics

(2019) Dimitris Bertsimas et al.   MANAGEMENT SCIENCE

Finalist—2017 M&SOM Practice-Based Research Competition—Forecasting New Product Life Cycle Curves: Practical Approach and Empirical Analysis

(2018) Kejia Hu et al.   M&SOM-Manufacturing & Service Operations Management

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

(2018) Gah-Yi Ban et al.   M&SOM-Manufacturing & Service Operations Management

The Big Data Newsvendor: Practical Insights from Machine Learning

(2018) Gah-Yi Ban et al.   OPERATIONS RESEARCH

Leveraging Comparables for New Product Sales Forecasting

(2018) Lennart Baardman et al.   PRODUCTION AND OPERATIONS MANAGEMENT

Inventory Management under Periodic Profit Targets

(2018) Houmin Yan et al.   PRODUCTION AND OPERATIONS MANAGEMENT

How Research in Production and Operations Management May Evolve in the Era of Big Data

(2017) Qi Feng et al.   PRODUCTION AND OPERATIONS MANAGEMENT

Inventory Management in the Era of Big Data

(2016) Dimitris Bertsimas et al.   PRODUCTION AND OPERATIONS MANAGEMENT

The Impact of a Target on Newsvendor Decisions

(2015) Lucy Gongtao Chen et al.   M&SOM-Manufacturing & Service Operations Management

Technical note - operational statistics: Properties and the risk-averse case

(2015) Mengshi Lu et al.   NAVAL RESEARCH LOGISTICS

The Data-Driven Newsvendor Problem: New Bounds and Insights

(2015) Retsef Levi et al.   OPERATIONS RESEARCH

Technical Note—Price-Setting Newsvendor Problems with Uncertain Supply and Risk Aversion

(2015) Burak Kazaz et al.   OPERATIONS RESEARCH

Initial Shipment Decisions for New Products at Zara

(2015) Jérémie Gallien et al.   OPERATIONS RESEARCH

The data-driven newsvendor with censored demand observations

(2013) Anna-Lena Sachs et al.   INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

On the comparison of risk-neutral and risk-averse newsvendor problems

(2013) Abhilasha Prakash Katariya et al.   JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY

A Sales Forecast Model for Short-Life-Cycle Products: New Releases at Blockbuster

(2012) Casey Chung et al.   PRODUCTION AND OPERATIONS MANAGEMENT

Safety stock planning under causal demand forecasting

(2011) Anna-Lena Beutel et al.   INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

Inventory Policy with Parametric Demand: Operational Statistics, Linear Correction, and Regression

(2011) Vivek Ramamurthy et al.   PRODUCTION AND OPERATIONS MANAGEMENT

Designing a decision-support system for new product sales forecasting

(2009) Chern Ching-Chin et al.   EXPERT SYSTEMS WITH APPLICATIONS

Technical Note—A Risk-Averse Newsvendor Model Under the CVaR Criterion

(2009) Youhua (Frank) Chen et al.   OPERATIONS RESEARCH

Mean–Variance Analysis for the Newsvendor Problem

(2008) Tsan-Ming Choi et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

Solving operational statistics via a Bayesian analysis

(2007) Leon Yang Chu et al.   OPERATIONS RESEARCH LETTERS