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Biostatistics Fall 2019 Seminar | Interpretable Principal Components Analysis for Multilevel Multivariate Functional Data

Biostatistics Fall 2019 Seminar | Interpretable Principal Components Analysis for Multilevel Multivariate Functional Data

Date 
Wednesday, October 16, 2019 - 3:30pm to 4:30pm
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Location 
CHS 33-105A Los Angeles , CA
California US
Featuring 
Robert Krafty, Associate Professor, Biostatistics, University of Pittsburgh
Event Contact 

Dr. Weng K. Wong
wkwong@ucla.edu

Robert Krafty, PhD

 

This Biostatistics seminar will address a novel approach to conducting interpretable principal components analysis on multilevel multivariate functional data that decomposes total variation into subject-level and replicate-within-subject-level variation, and provides interpretable components that can be both sparse among variates and have localized support over time within each frequency band.