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stat.ME2024
Modeling trajectories using functional linear differential equations
Julia Wrobel, Britton Sauerbrei, Erik A. Kirk +3
We are motivated by a study that seeks to better understand the dynamic relationship between muscle activation and paw position during locomotion. For each gait cycle in this exper…
stat.ME2023★ 2 cited
Fast Generalized Functional Principal Components Analysis
Andrew Leroux, Ciprian Crainiceanu, Julia Wrobel
We propose a new fast generalized functional principal components analysis (fast-GFPCA) algorithm for dimension reduction of non-Gaussian functional data. The method consists of: (…