3 papers
stat.ME2026
Fast distance computation of multivariate distributions via nonparanormal transport
Edward Shao, Junyoung Park, Naresh Punjabi +2
With the increasing availability of data objects in the form of probability distributions, there is a growing need for statistical methods tailored to distributional data. Distance…
stat.ME2025
Smooth tensor decomposition with application to ambulatory blood pressure monitoring data
Leyuan Qian, R. Nisha Aurora, Naresh M. Punjabi +1
Ambulatory blood pressure monitoring (ABPM) enables continuous measurement of blood pressure and heart rate over 24 hours and is increasingly used in clinical studies. However, ABP…
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…