3 papers
stat.ME2026
Two Sample Test for Eigendecompositions of Functional Data
Angel Garcia de la Garza, Britton Sauerbrei, Jeff Goldsmith
Neuron-level firing data is believed to be governed by latent activation patterns during task completion. Analysing repeated trials of a task allows us to study these patterns, typ…
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
Adaptive Functional Principal Component Analysis
Angel Garcia de la Garza, Britton Sauerbrei, Adam Hantman +1
We introduce Adaptive Functional Principal Component Analysis, a novel method to capture directions of variation in functional data that exhibit sharp changes in smoothness. We fir…