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Activity Details

33 Mon, 8/3/2020, 10:00 AM - 11:50 AM Virtual
Junior Research in Methods for Integrating Heterogeneous Data: From Clustering to Factor Analysis — Topic Contributed Papers
International Society for Bayesian Analysis (ISBA)
Organizer(s): Roberta De Vito, Brown University
Chair(s): Roberta De Vito, Brown University
10:05 AM VC-BART: Bayesian Trees for Varying Coefficients
Sameer Deshpande, CSAIL, MIT; Ray Bai, University of Pennsylvania; Cecilia Balocchi, University of Pennsylvania; Jennifer E Starling, The University of Texas at Austin
10:25 AM Clustering Methods to Empirically Derive Dietary Patterns in the United States
Briana Stephenson, Harvard University
10:45 AM Prior-Driven Cluster Allocation in Bayesian Mixture Models
Sally Paganin, University of California, Berkeley; Amy Herring, Duke University; Adnrew Olshan, UNC-Chapel Hill; David Dunson, Duke University
11:05 AM Bayesian Factor Analysis for High-Dimensional Clustering
Noirrit Chandra, Duke University; David Dunson, Duke University; Antonio Canale, Universita degli Studi di Padova
11:25 AM Bayesian Combinatorial Multi-Study Factor Analysis with the Indian Buffet Process
Isabella Grabski, Harvard University; Roberta De Vito, Brown University; Lorenzo Trippa, Harvard School of Public Health; Giovanni Parmigiani, Harvard T.H. Chan School of Public Health
11:45 AM Floor Discussion