Projects per year
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Dive into the research topics where Minge Xie is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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ATD: Dynamic Modeling for Extreme Event Prediction with Uncertainty Quantification with Multi-panel Time Series
Xie, M. (CoPI), Chen, R. (CoPI) & Xiao, H. (PI)
8/1/23 → 7/31/26
Project: Research project
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ATD: Anomaly Detection with Confidence and Precision
Xie, M. (PI), Chen, R. (CoPI) & Xiao, H. H. (CoPI)
8/1/20 → 7/31/23
Project: Research project
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Nonparametric Inference and Prediction for Complex Data by Data Depth, Confidence Distribution and Monte Carlo Method
8/15/18 → 7/31/22
Project: Research project
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A Discussion of “A Note on Universal Inference” by Tse and Davison
Xie, M., Jan 1 2023, In: Stat. 12, 1, e4571.Research output: Contribution to journal › Comment/debate › peer-review
Open Access -
Confidence Distribution and Distribution Estimation for Modern Statistical Inference
Cui, Y. & Xie, M. G., 2023, Springer Handbooks. Springer Science and Business Media Deutschland GmbH, p. 575-592 18 p. (Springer Handbooks).Research output: Chapter in Book/Report/Conference proceeding › Chapter
1 Scopus citations -
Individualized Group Learning
Cai, C., Chen, R. & Xie, M. G., 2023, In: Journal of the American Statistical Association. 118, 541, p. 622-638 17 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Clustering of Trajectories using Non-Parametric Conformal DBSCAN Algorithm
Wang, H., Gao, J. & Xie, M. G., 2022, Proceedings - 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2022. Institute of Electrical and Electronics Engineers Inc., p. 451-462 12 p. (Proceedings - 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
Homeostasis phenomenon in conformal prediction and predictive distribution functions
Xie, M. G. & Zheng, Z., Feb 2022, In: International Journal of Approximate Reasoning. 141, p. 131-145 15 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations