2 citations · 3 across the 2 of their papers we have counts for
3 papers
stat.ME2024
Modeling EEG Spectral Features through Warped Functional Mixed Membership Models
Emma Landry, Damla Senturk, Shafali Jeste +3
A common concern in the field of functional data analysis is the challenge of temporal misalignment, which is typically addressed using curve registration methods. Currently, most…
stat.ME2019★ 2 cited
Bayesian Analysis of Multidimensional Functional Data
John Shamshoian, Damla Senturk, Shafali Jeste +1
Multi-dimensional functional data arises in numerous modern scientific experimental and observational studies. In this paper we focus on longitudinal functional data, a structured…
stat.AP2018★ 1 cited
Region-Referenced Spectral Power Dynamics of EEG Signals: A Hierarchical Modeling Approach
Qian Li, John Shamshoian, Damla Senturk +4
Functional brain imaging through electroencephalography (EEG) relies upon the analysis and interpretation of high-dimensional, spatially organized time series. We propose to repres…