教育经历
博士，工业系统工程与管理，新加坡国立大学
学士，材料科学与工程和经济学，清华大学
研究领域
数据驱动的运营管理：从数据到决策
数理统计与工业统计：半参数模型、假设检验、工业数据分析、数据收集方案设计
系统弹性：可靠性工程、视情维修、复杂系统建模
代表性论文
[1] Analyzing Recurrent Failure Data from a Large Directed Physical Network: An Application to Distribution Pipes. Journal of the American Statistical Association, 2024, to appear. (with Zhai, Q., Li, C., Revie, M., and Dunson, D.)
[2] Likelihood-based Inference under Non-Convex Boundary Constraints, Biometrika, 2024, to appear. (with Wang, J., and Chen, Y.)
[3] Asymptotic Analysis for Data-Driven Inventory Policies, Operations Research, under minor revision, 2024, (with Zhang, X. and Haskell, W. B.)
[4] Robust Condition-Based Production and Maintenance Planning for Degradation Management, Production and Operations Management, 2023, 32(12), 3951-3967. (with Sun, Q., Chen, P., and Wang, X.)
[5] Analysis of Product Return Data with Two-Layer Censoring, Journal of the Royal Statistical Society, Series C, 2024, to appear (with Wang, Y.)
[6] Spatio-Temporal Analysis and Prediction of Mass Telecommunication Base Station Failure Events, Technometrics, 2024, accepted. (with Wu, T., Wang, Y., and Chen N.)
[7] Statistical Modeling of the Effectiveness of Preventive Maintenance for Repairable Systems, Technometrics, 2024, to appear. (with Ye, X., Cai, J. and Tang L.C.)
[8] Simplex-based Proximal Multicategory Support Vector Machine, IEEE Transactions on Information Theory, 2023, 69 (4), 2427-2451. (with Fu, S., and Chen, P.)
[9] Paired or partially paired two-sample tests with unordered samples, Journal of the Royal Statistical Society, Series B, 2022, 84(4), 1503-1525. (with Wang Y. and Tang, Y.)
[10] Analytics in warranty reserve planning: Demand forecasting and funds pooling, Manufacturing & Service Operations Management, 2022, 24 (4), 2221-2239. (with Wang, X., Li, L., Zhong, Y., Xie, W.)
NUS网站
https://cde.nus.edu.sg/isem/staff/ye-zhisheng/
