JSM2023
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Topic-Contributed Paper Session

Reproducibility in High-dimensional statistics

Wed, Aug 9, 8:30 AM
Emre DemirkayaOrganizerLan GaoChair
IMS

4 Presentations

Using Machine Learning to Test Causal Hypotheses in Conjoint Analysis
8:35 AM - 8:55 AM
Lucas Janson (Harvard University)
Co-authors: Kosuke Imai (Harvard University), DaeWoong Ham (Harvard University)
WITHDRAWN Model-free Feature Screening and FDR Control with Knockoff Features
8:55 AM - 9:15 AM
Co-authors: Wanjun Liu (LinkedIn), Jingyuan Liu (Xiamen University), Runze Li (Pennsylvania State University), Yuan Ke (University of Georgia)
A selective model-X knockoff filter for detecting heterogeneity and testing interactions in high-dimensional data
9:15 AM - 9:35 AM
Matteo Sesia (University of Southern California)
Co-authors: Tianshu Sun (University of Southern California)
GGM knockoff filter: False Discovery Rate Control for Gaussian Graphical Models
9:35 AM - 9:55 AM
Jinzhou Li (ETH Zurich)
Co-authors: Marloes Maathuis (ETH Zurich, Seminar Fur Statistik)
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