JSM2024
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Topic-Contributed Paper Session

Advanced Statistical Methods in Nonparametric Statistics and Causal Inference for Complex Data Structures

Mon, Aug 5, 2:00 PM - 3:50 PM
Satarupa BhattacharjeeOrganizerXiao WuChair
Section on Nonparametric Statistics

5 Presentations

Identifying Significant Mediators in High-Dimensional Causal Graphical Models with FDR Control
2:05 PM - 2:25 PM
Xiufan Yu (University of Notre Dame)
De-confounding Causal Inference using Latent Multiple-Mediator Pathways
2:25 PM - 2:45 PM
Yubai Yuan (Pennsylvania State University)
Causal Inference on Distribution Functions
2:45 PM - 3:05 PM
Dehan Kong (University of Toronto)
Nonlinear Global Fréchet Regression for Random Objects via Weak Conditional Expectation
3:05 PM - 3:25 PM
Satarupa Bhattacharjee (Pennsylvania State University)
Co-authors: Bing Li (Penn State University), Lingzhou Xue (Pennsylvania State University)
Smoothed Robust Phase Retrieval
3:25 PM - 3:45 PM
Zhong Zheng (Pennsylvania State University)
Co-authors: Lingzhou Xue (Pennsylvania State University)
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