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Topic-Contributed Paper Session

Advanced Models for Longitudinal and Spatial Data in Health Research

Wed, Aug 6, 2:00 PM - 3:50 PM Room CC-104B Music City Center

Zeynab AghabazazOrganizerZeynab AghabazazChair

Biometrics Section co: ENARco: Section on Statistics in Epidemiology Applied

5 Presentations

Two-stage mixed-effects location scale (MELS) models for intensive longitudinal data

2:05 PM - 2:25 PM

Donald Hedeker (The University of Chicago)

Ecological Momentary Assessment (EMA)Experience Sampling Method Variance modeling

WITHDRAWN: Longitudinal variable selection under joint modeling of longitudinal and survival data

2:25 PM - 2:45 PM

Lihui Zhao (Northwestern University)

A Bayesian zero-inflated spatially varying coefficients model for overdispersed binomial data

2:45 PM - 3:05 PM

Chun-Che Wen (Dartmouth College)

Co-authors: James O'Malley (Dartmouth University, Geisel School of Medicine), Brian Neelon (Medical University of South Carolina)

Cardiometabolic risk Gaussian Markov random field Health disparity Spatiotemporal model Pólya-Gamma data augmentation Zero-inflated beta-binomial distribution

Causal mediation analysis for longitudinal and survival data in continuous time using Bayesian non-parametric joint models

3:05 PM - 3:25 PM

Saurabh Bhandari (University of Florida)

Co-authors: Michael Daniels (University of Florida), Juned Siddique (Northwestern University)

causal mediation enriched Dirichlet process mixture (EDPM) model jointly model longitudinal and survival data

Time-varying outcomes in group-based trajectory modeling

3:25 PM - 3:45 PM

Nathan Gill (Northwestern University)

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