41 citations · 73 across the 33 of their papers we have counts for
3 papers · 1 filter
Subspace Clustering through Sub-Clusters
Weiwei Li, Jan Hannig, Sayan Mukherjee
The problem of dimension reduction is of increasing importance in modern data analysis. In this paper, we consider modeling the collection of points in a high dimensional space as…
Method G: Uncertainty Quantification for Distributed Data Problems using Generalized Fiducial Inference
Randy C. S. Lai, J. Hannig, Thomas C. M. Lee
It is not unusual for a data analyst to encounter data sets distributed across several computers. This can happen for reasons such as privacy concerns, efficiency of likelihood eva…
A Bayesian Approach to Multi-State Hidden Markov Models: Application to Dementia Progression
Jonathan P Williams, Curtis B Storlie, Terry M Therneau +2
People are living longer than ever before, and with this arises new complications and challenges for humanity. Among the most pressing of these challenges is of understanding the r…