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stat.ME2026
High Dimensional Change Point Models for Two-Directional Data
Abhishek Kaul, Dipesh Baral, Stergios B. Fotopoulos +2
We develop methodology for recovery of change points for data observed on more than one temporal index where changes may occur simultaneous in both indices, where the spatial compo…
stat.ME2024
Generalised mixed effects models for changepoint analysis of biomedical time series data
Mark B. Fiecas, Kathryn R. Cullen, Rebecca Killick
Motivated by two distinct types of biomedical time series data, digital health monitoring and neuroimaging, we develop a novel approach for changepoint analysis that uses a general…