Papers

Experimental Design

• Genetic Algorithm-Based Bayesian Optimal Design for Network Experiments - with Stefan H. Steiner and Nathaniel T. Stevens. Technometrics (2025). pp 1-20. doi 10.1080/00401706.2025.2584500.

Networks

• General Additive Network Effects Model - with Stefan H. Steiner and Nathaniel T. Stevens. New England Journal of Statistics and Data Science (2023). pp 1-19, doi 10.51387/23-NEJSDS29.

  • Featured in the “Design and Analysis of Experiments for Data Science” webinar by the New England Journal of Statistics in Data Science.

Causal Inference

• Causal Inference for the Expected Number of Recurrent Events in the Presence of a Terminal Event - with Benjamin R. Baer, Daniel Mork, Robert L. Strawderman, and Ashkan Ertefaie.

AI Verification

• Outperformance Score: A Universal Standardization Method for Confusion-Matrix-Based Classification Performance Metrics - with Ningsheng Zhao, Jia Yuan Yu and Krzysztof Dzieciolowski.

• Correcting Biases of Shapley Value Attributions for Informative Machine Learning Model Explanations - with Ningsheng Zhao, Jia Yuan Yu and Krzysztof Dzieciolowski. Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (2024), pp 3331–3340. doi:10.1145/3627673.3679846

• Error Analysis of Shapley Value-Based Model Explanations: An Informative Perspective - with Ningsheng Zhao, Jia Yuan Yu and Krzysztof Dzieciolowski. In: Avni, G., et al. AI Verification. SAIV (2024). Lecture Notes in Computer Science, vol 14846, pp 29–48. Springer, Cham. doi 10.1007/978-3-031-65112-0_2.

Applied Research

• Understanding the Impact of Seasonal Climate Change on Canada’s Economy by Region and Sector - with Shiyu He, Yuying Huang, Wenling Zhang, Jie Jian, Samuel W.K. Wong, and Tony S. Wirjanto.

  • Won the Case Studies in Data Analysis Poster Competition during the SSC Annual Meeting, 2023.

• In All Fairness: A Meta-Analysis of the Tax Fairness-Tax Compliance Literature - with Jonathan Farrar, Mary Marshall, Dawn Massey, Linda Thorne, and Anita Wu. Behavioral Research in Accounting (2023), 1–26, doi 10.2308/BRIA-2022-040.