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Topic-Contributed Paper Session

Applied functional data analysis: new methods and novel applications

Wed, Aug 9, 8:30 AM

Luo XiaoOrganizerErjia CuiChair

Biometrics Section

5 Presentations

Unsupervised Manifold Learning for Cluster Analysis and Outlier Detection in Functional Data

8:35 AM - 8:55 AM

MORITZ HERRMANN (Ludwig-Maximilians-University Munich)

An Understanding of Principal Differential Analysis

8:55 AM - 9:15 AM

Giles Hooker (University of California, Berkeley)

Classification of Social Media Users Using Functional Data Analysis

9:15 AM - 9:35 AM

Ana-Maria Staicu (North Carolina State University)

Latent Factor Model for Multivariate Functional Data

9:35 AM - 9:55 AM

Co-authors: Ruonan Li (North Carolina State University)

Quantile Function Regression Analysis for Adolescent Physical Activity Distributions in the Presence of Missing Data and Zero Inflation

9:55 AM - 10:15 AM

Benny Ren (University of Pennsylvania)

Co-authors: Jeffrey Morris (University of Pennsylvania, Perelman School of Medicine), Ian Barnett (University of Pennsylvania), Haochang Shou (University of Pennsylvania), Jeremy Rubin (University of Pennsylvania)

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