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I am an Assistant Professor in the Naveen Jindal School of Management (Marketing Area), at the University of Texas at Dallas. My research areas are Econometrics, Machine Learning, Networks, Quantitative Marketing, and Empirical Industrial Organization.

I obtained my Ph.D. in Economics from the California Institute of Technology (Caltech), and my undergraduate degree from the University of Cambridge.


Contact me at:


       Duality in Dynamic Discrete Choice Models
Quantitative Economics, Volume 7, Issue 1, pages 83–115, March 2016 
Khai Chiong, Alfred Galichon, Matt Shum

       Estimation of Graphical Models using the L     norm


Econometrics Journal, Volume 21, Issue 3, pages 247-263, October 2018

Khai Chiong and Roger Moon

       Random Projection Estimation of Discrete-Choice Models with Large Choice Sets

Management Science, Volume 65, No. 1, pp. 256–271, January 2019

Khai Chiong and Matt Shum 

      Estimation of High-Dimensional Seemingly Unrelated Regression Models 

      Econometric Reviews, Volume 40, Issue 9, pages 830-851, August 2021

      Lidan Tan, Khai Chiong, Roger Moon

      Counterfactual Estimation in Semiparametric Discrete-Choice Models

      (with Yu-Wei Hsieh, Matt Shum)

      Handbook of Research Methods and Applications in Empirical Microeconomics, 

      Edward Elgar Publishers, 2021

Combining Choices and Response Times in the Field: A Drift-Diffusion Model of Mobile Advertisements   

Management Science, Volume 70, No. 2, February 2024

 Khai Chiong, Matt Shum, Ryan Webb, Richard Chen

AI and AI-human based Salesforce Hiring using Interview Videos

(with Ishita Chakraborty, Howard Dover and K. Sudhir)

 Accepted at Marketing Science




  • Shattered Windows: Mass Shootings and Their Consequences on Retail

       (with Simon Kim and TI Kim)

       Revise and Resubmit at Marketing Science


  • Stability of Procurement Networks

       (with Anyan Qi)

       Revise and Resubmit at Manufacturing & Service Operations Management

  • Getting the Most Out of Online A/B Tests Using the Minimax-Regret Criteria

       (with Joonhwi Joo)

       Under review


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