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stat.ME2023
Detecting Multiple Change Points in Distributional Sequences Derived from Structural Health Monitoring Data: An Application to Bridge Damage Detection
Xinyi Lei, Zhicheng Chen
Detecting damage in critical structures using monitored data is a fundamental task of structural health monitoring, which is extremely important for maintaining structures' safety…
stat.ME2021★ 2 cited
Functional outlier detection for density-valued data with application to robustify distribution to distribution regression
Xinyi Lei, Zhicheng Chen, Hui Li
Distributional data analysis, concerned with statistical analysis and modeling for data objects consisting of random probability density functions (PDFs) in the framework of functi…