Topic · Statistics and Probability · Mathematics

Advanced Statistical Methods and Models

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Neuroscience·bioRxivPreprint·Oct 18, 2026
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Fast Generalized Longitudinal Functional Principal Components Analysis with Applications to Population-Level Neuronal Dynamics
Kelly A. Duffy, Nidhi Pai, David D. Schneck…+7 more authors·Erjia Cui
This paper introduces a fast generalized LFPCA method for analyzing longitudinal functional data, showing it is faster and scalable while applied to neuronal firing rate data under DBS.
DOI 10.64898/2026.10.12.758639
statistical model·dimensionality reduction
·𝕏 Post·Bluesky