3 papers
math.ST2026
Simultaneous Change-Point Inference for High-Dimensional Functional Time Series
Axel Bücher, Colin Decker
We develop a framework for simultaneous change-point inference of high-dimensional functional time series. The observations are modeled as temporally dependent vectors whose coordi…
stat.AP2025
A Clinical Instrument to Measure Patient Anecdotes in Clinical Trials
Ian Miller, Ann Hyslop, Colin Decker
Clinical trials assessing neurological treatment are challenging due to the diversity of brain function, and the difficulty in quantifying it. Traditional treatment studies in epil…
stat.ME2025
Simultaneous hypothesis testing for comparing many functional means
Colin Decker, Dehan Kong, Stanislav Volgushev
Data with multiple functional recordings at each observational unit are increasingly common in various fields including medical imaging and environmental sciences. To conduct infer…