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Invited Paper Session

Recent Advances in Clustering Methods for Longitudinal and Functional Data

Sun, Aug 6, 4:00 PM

Wanzhu TuOrganizerYing ZhangChair

Section on Statistical Computing

4 Presentations

Clustering and outlier detection in multivariate functional data sets

4:05 PM - 4:30 PM

Julien Jacques (Université Lyon 2)

Clustering Multivariate Longitudinal Data Using Matrix-Variate Mixtures

4:30 PM - 4:55 PM

Paul McNicholas (McMaster University)

clusterMLD: An efficient hierarchical clustering method for multivariate longitudinal data

4:55 PM - 5:20 PM

Junyi Zhou (Amgen Inc)

Divisive Hierarchical Bayesian Clustering for Longitudinal and Time-to-Event Data with an Application Towards Identifying Parkinson's Disease Subtypes

5:20 PM - 5:45 PM

Daniel Sewell (University of Iowa)

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