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stat.ME2025
Joint Registration and Conformal Prediction for Partially Observed Functional Data
Fangyi Wang, Sebastian Kurtek, Yuan Zhang
Predicting missing segments in partially observed functions is challenging due to infinite-dimensionality, complex dependence within and across observations, and irregular noise. T…
stat.ME2024
Probabilistic size-and-shape functional mixed models
Fangyi Wang, Karthik Bharath, Oksana Chkrebtii +1
The reliable recovery and uncertainty quantification of a fixed effect function in a functional mixed model, for modelling population- and object-level variability in noisily…