Publications
Refereed Journals (* corresponding author; # advised student/RA)
International Journals
Rahul Mukerjee*, C.-F. Jeff Wu, and Ming-Chung Chang (2017). Two-level minimum aberration designs under a conditional model with a pair of conditional and conditioning factors, Statistica Sinica, 27, 997-1016. DOI: 10.5705/ss.202015.0281.
Ming-Chung Chang* and Ching-Shui Cheng (2018). A Bayesian approach to the selection of two-level multi-stratum factorial designs, Annals of Statistics, 46, 1779-1806. DOI: 10.1214/17-AOS1603.
Ming-Chung Chang*, Shao-Wei Cheng, and Ching-Shui Cheng (2019). Signal aliasing in Gaussian random fields for experiments with qualitative factors, Annals of Statistics, 47, 909-935. DOI: 10.1214/18-AOS1682
Ming-Chung Chang* (2019). De-aliasing in two-level factorial designs: A Bayesian approach, Journal of Statistical Planning and Inference, 203, 82-90. DOI: 10.1016/j.jspi.2019.03.002.
Ming-Chung Chang* (2022). A unified framework for minimum aberration, Statistica Sinica, 32, 251-269. DOI: 10.5705/ss.202019.0416.
Ming-Chung Chang* (2023). Predictive subdata selection for computer models, Journal of Computational and Graphical Statistics, 32, 613-630. DOI: 10.1080/10618600.2022.2097247. [SPEC科學推展中心報導 https://spec.ntu.edu.tw/20230901-research-math/]
Ming-Chung Chang* (2023). Bayesian-inspired minimum contamination designs under a double-pair conditional effect model, Statistical Theory and Related Fields, 7, 336-349. DOI: 10.1080/24754269.2023.2250237.
Ming-Chung Chang* (2024). Supervised stratified subsampling for predictive analytics, Journal of Computational and Graphical Statistics, to appear. DOI:10.1080/10618600.2024.2304075.
中國統計學報 (Journal of the Chinese Statistical Association)
Wen-Hsiu Chen# and Ming-Chung Chang* (2023). Optimal designs on undirected network structures for network-based models, Journal of the Chinese Statistical Association (中國統計學報), 61, 1-49.
Xie-Yu Li#, Wei-Yang Yu#, and Ming-Chung Chang* (2023). Design selection for two-level multi-stratum factorial experiments based on swarm intelligence optimization, Journal of the Chinese Statistical Association (中國統計學報), 61, 178-206.
Chun-Ting Chen, Wei-Cheng Hsiao, Ming-Chung Chang and Shih-Hao Huang* (2023). Optimal subsampling algorithms for parameter estimation in logistic regression model, Journal of the Chinese Statistical Association (中國統計學報), 61, 271-293.
Others
張明中* (2024/04). 數不勝數:找出數據中的統計規律 中央極限定理的奧祕. 科學月刊4月號/2024 第652期, p.42-47. (Video)