JSM2024
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Invited Paper Session

Advancing Longitudinal Studies: Unveiling Disease Progression & Analytical Innovations.

Tue, Aug 6, 10:30 AM - 12:20 PM
Abdus SattarChair
Biometrics Section

5 Presentations

Low-Rank Longitudinal Factor Regression
10:35 AM - 10:55 AM
Amy Herring (Duke University)
Nonparametric Treatment Model Smoothing under Sparsity for Causal Inference with Longitudinal Treatments
10:55 AM - 11:15 AM
Mireille Schnitzer (Université de Montréal)
Co-authors: David Berger (Université de Montréal), David Benkeser
Prediction of relapse in chronic disease using fragmented medical records.
11:15 AM - 11:35 AM
Jing Huang (University of Pennsylvania)
Co-authors: Jiasheng Shi (School of Data Science, The Chinese University of Hong Kong, Shenzhen)
Robust analysis of mixed discrete and continuous outcomes
11:35 AM - 11:55 AM
Sanjoy Sinha (Carleton University)
Using longitudinal natural history data to enhance the efficiency of a small randomized clinical trial.
11:55 AM - 12:15 PM
Jeremy Taylor (University of Michigan)
Co-authors: Tzu-Hsuan Lin (University of Michigan), Emily Roberts
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