3 papers
stat.ME2025
Hierarchical Bayesian spectral analysis of multiple stationary time series
Rebecca Lee, Alexander Coulter, Greg J. Siegle +2
The power spectrum of biomedical time series provides important indirect measurements of physiological processes underlying health and biological functions. However, simultaneously…
stat.CO2025
fastfrechet: An R package for fast implementation of Fréchet regression with distributional responses
Alexander Coulter, Rebecca Lee, Irina Gaynanova
Distribution-as-response regression problems are gaining wider attention, especially within biomedical settings where observation-rich patient specific data sets are available, suc…
stat.AP2024
Fast variable selection for distributional regression with application to continuous glucose monitoring data
Alexander Coulter, Rashmi N. Aurora, Naresh M. Punjabi +1
With the growing prevalence of diabetes and the associated public health burden, it is crucial to identify modifiable factors that could improve patients' glycemic control. In this…