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Topic-Contributed Paper Session

Business and Economic Statistics Student Paper Awards

Thu, Aug 7, 8:30 AM - 10:20 AM Room CC-103C Music City Center

Emma Jingfei ZhangOrganizerEmma Jingfei ZhangChair

Business and Economic Statistics Section co: No Additional Sponsorco: No Additional Sponsor

4 Presentations

A Preferential Latent Space Model for Text Networks

8:35 AM - 8:55 AM

latent space model; multi-layer network; non-convex optimization; sparsity; text analysis.

Linear Contextual Bandits with Interference

8:55 AM - 9:15 AM

Interference Contextual Bandits Causal Inference SUTVA Asymptotics Sublinear Regret

Peer effects in the linear-in-means model may be inestimable even when identified

9:15 AM - 9:35 AM

Alexander Hayes (University of Wisconsin-Madison)

Asymptotic collinearity Linear-in-means Nearly singular design Peer effects Networks Reflection problem

Privacy-Preserving Dynamic Assortment Selection

9:55 AM - 10:15 AM

Co-authors: Will Wei Sun (Purdue University)

Bandit algorithms Differential privacy Online decision making Reinforcement learning Regret Analysis

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