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126 * ! Mon, 8/3/2020, 1:00 PM - 2:50 PM Virtual
Recent Advances in Bayesian Mixed Membership Modeling for Network, Longitudinal, and Multivariate Data — Topic Contributed Papers
Section on Bayesian Statistical Science, International Society for Bayesian Analysis (ISBA), IMS, Text Analysis Interest Group
Organizer(s): Elena A Erosheva, University of Washington ; Gongjun Xu, University of Michigan
Chair(s): Tanzy Love, University of Rochester
1:05 PM Exponential Family Mixed Membership Models for Soft Clustering of Multivariate Data
Brendan Murphy, University College Dublin; Arthur White, Trinity College Dublin
1:25 PM A New Class of Mixed Membership Models for Educational Testing: Partial-Mastery Cognitive Diagnosis Models
Elena A Erosheva, University of Washington ; Zhuoran Shang , University of Michingan; Gongjun Xu, University of Michigan
1:45 PM Multilevel Mixed Membership Stochastic Block Models
Tracy Sweet
2:05 PM Longitudinal Structural Mixed Membership Models for Estimating Latent Health Trajectories Using Administrative Claims Data
Zhenke Wu, University of Michigan; Mengbing Li, University of Michigan
2:25 PM Detectability Limits in Dynamic Networks with Link Persistency
Amir Ghasemian
2:45 PM Floor Discussion