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20192022
most citedBayesian Framework for Simultaneous Registration and Estimation of Noisy, Sparse and Fragmented Functional Data

2 citations · 3 across the 3 of their papers we have counts for

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2 papers · 1 filter

stat.ME2022

Bayesian modeling of nearly mutually orthogonal processes

James Matuk, Amy H. Herring, David B. Dunson

Functional factor analysis is an important dimension reduction method for functional and longitudinal data. Factor loadings give insight into patterns of variability of the observa…

stat.ME2021

Topo-Geometric Analysis of Variability in Point Clouds using Persistence Landscapes

James Matuk, Sebastian Kurtek, Karthik Bharath

Topological data analysis provides a set of tools to uncover low-dimensional structure in noisy point clouds. Prominent amongst the tools is persistence homology, which summarizes…